# GEMSS Experiment Results

## Parameters and Settings

- N_SAMPLES: 200
- N_FEATURES: 2000
- N_GENERATING_SOLUTIONS: 3
- SPARSITY: 5
- NOISE_STD: 0.1
- NAN_RATIO: 0
- BINARIZE: True
- BINARY_RESPONSE_RATIO: 0.5
- DATASET_SEED: 42
- N_CANDIDATE_SOLUTIONS: 12
- N_ITER: 4500
- PRIOR_TYPE: sss
- PRIOR_SPARSITY: 5
- SAMPLE_MORE_PRIORS_COEFF: 1
- STUDENT_DF: 1
- STUDENT_SCALE: 1
- VAR_SLAB: 100
- VAR_SPIKE: 0.1
- WEIGHT_SLAB: 0.9
- WEIGHT_SPIKE: 0.1
- IS_REGULARIZED: True
- LAMBDA_JACCARD: 1000
- BATCH_SIZE: 32
- LEARNING_RATE: 0.002
- DESIRED_SPARSITY: 5
- MIN_MU_THRESHOLD: 0.2
- USE_MEDIAN_FOR_OUTLIER_DETECTION: False
- OUTLIER_DEVIATION_THRESHOLDS: [2.0, 2.5, 3.0]

----------------------------------------------------------------------

   ------   ANALYSIS - Solution type: FULL   ------   

## FULL Solutions

All features with |mu| > 0.2

Coverage Metrics for full
=========================

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 33.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 18.000  |
| Recall                 | 1.000   |
| Precision              | 0.455   |
| F1_Score               | 0.625   |
| Jaccard                | 0.455   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.545   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.009   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 60.606  |

## Overview of discovered features for FULL solutions:

 - 15 unique true support features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']


 - 33 discovered features:
   ['feature_1051', 'feature_1087', 'feature_1198', 'feature_12', 'feature_1284', 'feature_1293', 'feature_1307', 'feature_1367', 'feature_1438', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1547', 'feature_161', 'feature_1676', 'feature_178', 'feature_1858', 'feature_187', 'feature_1916', 'feature_1931', 'feature_1949', 'feature_250', 'feature_365', 'feature_373', 'feature_580', 'feature_609', 'feature_741', 'feature_810', 'feature_862', 'feature_866', 'feature_877', 'feature_899', 'feature_999']

 - 0 missed true support features:
   []

 - 18 extra features found (not in true support):
   ['feature_1087', 'feature_1198', 'feature_12', 'feature_1284', 'feature_1293', 'feature_1367', 'feature_1438', 'feature_1547', 'feature_161', 'feature_1858', 'feature_1916', 'feature_1931', 'feature_250', 'feature_373', 'feature_580', 'feature_609', 'feature_810', 'feature_862']


Overview of FULL solutions
============================

| Index | component_0                 | component_1                 | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                 | component_10                | component_11                |
| _____ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ |
| 0     | feature_866 (mu = 2.0927)   | feature_178 (mu = 2.0382)   | feature_1949 (mu = -1.3029) | feature_1307 (mu = 2.5372)  | feature_1307 (mu = -2.9451) | feature_866 (mu = 3.1974)   | feature_1307 (mu = -2.5401) | feature_1676 (mu = -1.5070) | feature_1470 (mu = 1.5884)  | feature_1307 (mu = 1.9592)  | feature_866 (mu = -2.4792)  | feature_866 (mu = 2.0781)   |
| 1     | feature_1307 (mu = -1.8444) | feature_866 (mu = -1.5070)  | feature_866 (mu = 1.0793)   | feature_1545 (mu = -1.2159) | feature_178 (mu = 2.4726)   | feature_178 (mu = -2.9491)  | feature_877 (mu = 1.6543)   | feature_1545 (mu = -1.4410) | feature_365 (mu = 1.2129)   | feature_178 (mu = -1.6039)  | feature_1470 (mu = -1.6821) | feature_1545 (mu = -1.5249) |
| 2     | feature_1545 (mu = 1.4822)  | feature_187 (mu = -0.9132)  | feature_1676 (mu = -1.0609) | feature_187 (mu = -0.9143)  | feature_999 (mu = 1.6242)   | feature_1307 (mu = -1.8953) | feature_178 (mu = 1.5783)   | feature_1307 (mu = 1.3050)  | feature_1051 (mu = -1.0975) | feature_1051 (mu = 1.2015)  | feature_1676 (mu = 1.5067)  | feature_877 (mu = -1.3304)  |
| 3     | feature_1470 (mu = 1.1321)  | feature_1307 (mu = 0.8928)  | feature_1307 (mu = 1.0572)  | feature_1676 (mu = -0.8129) | feature_1676 (mu = 0.9286)  | feature_365 (mu = 1.5398)   | feature_866 (mu = -1.3427)  | feature_877 (mu = 1.1704)   | feature_1949 (mu = 0.9716)  | feature_877 (mu = -1.0130)  | feature_1545 (mu = 1.5006)  | feature_1676 (mu = -1.2749) |
| 4     | feature_1949 (mu = 0.9959)  | feature_999 (mu = 0.8238)   | feature_178 (mu = -0.9786)  | feature_741 (mu = -0.5864)  | feature_877 (mu = -0.8939)  | feature_1522 (mu = 1.3691)  | feature_1522 (mu = 1.3033)  | feature_999 (mu = -1.1005)  | feature_866 (mu = -0.9352)  | feature_899 (mu = -0.9498)  | feature_178 (mu = -1.2496)  | feature_1307 (mu = 0.8883)  |
| 5     | feature_365 (mu = 0.9872)   | feature_1470 (mu = -0.6554) | feature_1051 (mu = 0.7189)  | feature_178 (mu = 0.5408)   | feature_1470 (mu = 0.8938)  | feature_1676 (mu = -1.3373) | feature_1676 (mu = 0.9623)  | feature_178 (mu = -0.8718)  | feature_187 (mu = -0.9007)  | feature_866 (mu = -0.8117)  | feature_365 (mu = -1.0043)  | feature_741 (mu = -0.7926)  |
| 6     | feature_877 (mu = -0.9789)  | feature_877 (mu = -0.6442)  | feature_741 (mu = 0.5521)   | feature_1470 (mu = -0.3733) | feature_741 (mu = 0.8816)   | feature_877 (mu = -0.9476)  | feature_999 (mu = 0.8730)   | feature_1949 (mu = -0.8422) | feature_899 (mu = -0.8809)  | feature_365 (mu = 0.6278)   | feature_1307 (mu = -0.9412) | feature_1522 (mu = -0.7773) |
| 7     | feature_741 (mu = -0.9373)  | feature_1949 (mu = 0.5779)  | feature_1470 (mu = -0.5504) | feature_899 (mu = 0.3715)   | feature_1522 (mu = 0.6572)  | feature_1949 (mu = -0.9200) | feature_365 (mu = -0.7555)  | feature_365 (mu = -0.7231)  | feature_1545 (mu = -0.7728) | feature_741 (mu = -0.5264)  | feature_1051 (mu = 0.5913)  | feature_899 (mu = 0.6257)   |
| 8     | feature_999 (mu = -0.8664)  | feature_1676 (mu = 0.5747)  | feature_1545 (mu = -0.5208) | feature_1051 (mu = 0.3178)  | feature_1949 (mu = 0.6072)  | feature_1545 (mu = 0.7046)  | feature_899 (mu = -0.5847)  | feature_866 (mu = -0.7165)  | feature_877 (mu = -0.6983)  | feature_1522 (mu = -0.5114) | feature_1522 (mu = 0.4976)  | feature_1051 (mu = 0.6079)  |
| 9     | feature_1676 (mu = -0.4085) | feature_899 (mu = 0.3077)   | feature_899 (mu = 0.4324)   | feature_866 (mu = -0.3149)  | feature_899 (mu = -0.5418)  | feature_1051 (mu = 0.6429)  | feature_187 (mu = -0.5625)  | feature_899 (mu = 0.7154)   | feature_1522 (mu = 0.4777)  | feature_1676 (mu = -0.2907) | feature_899 (mu = 0.4415)   | feature_178 (mu = -0.5841)  |
| 10    | feature_187 (mu = 0.3933)   | feature_1545 (mu = -0.2255) | feature_877 (mu = 0.4075)   | feature_365 (mu = 0.3070)   | feature_187 (mu = -0.3728)  | feature_741 (mu = -0.5365)  | feature_741 (mu = 0.5508)   | feature_1051 (mu = -0.4941) | feature_999 (mu = 0.3474)   | feature_1545 (mu = -0.2866) | feature_999 (mu = -0.3190)  | feature_1949 (mu = -0.5720) |
| 11    | feature_178 (mu = 0.2945)   | None                        | feature_999 (mu = 0.3512)   | feature_877 (mu = -0.2237)  | feature_365 (mu = 0.2959)   | feature_899 (mu = 0.5299)   | feature_1051 (mu = 0.3552)  | feature_187 (mu = 0.3103)   | feature_178 (mu = 0.2037)   | feature_999 (mu = 0.2483)   | feature_1949 (mu = 0.3162)  | feature_187 (mu = 0.5689)   |
| 12    | feature_1051 (mu = -0.2153) | None                        | feature_365 (mu = -0.3213)  | None                        | feature_1051 (mu = -0.2340) | feature_999 (mu = 0.4113)   | feature_1470 (mu = 0.3552)  | feature_1470 (mu = 0.2712)  | None                        | feature_1470 (mu = -0.2091) | feature_877 (mu = 0.2558)   | feature_999 (mu = -0.5660)  |
| 13    | None                        | None                        | feature_1522 (mu = 0.2996)  | None                        | None                        | feature_187 (mu = -0.2255)  | feature_1545 (mu = 0.3321)  | feature_741 (mu = 0.2034)   | None                        | feature_187 (mu = -0.2085)  | None                        | feature_1470 (mu = -0.2556) |
| 14    | None                        | None                        | None                        | None                        | None                        | feature_1470 (mu = -0.2198) | feature_1284 (mu = -0.2452) | None                        | None                        | None                        | None                        | None                        |
| 15    | None                        | None                        | None                        | None                        | None                        | feature_862 (mu = 0.2103)   | feature_12 (mu = 0.2433)    | None                        | None                        | None                        | None                        | None                        |
| 16    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1293 (mu = 0.2329)  | None                        | None                        | None                        | None                        | None                        |
| 17    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1198 (mu = -0.2277) | None                        | None                        | None                        | None                        | None                        |
| 18    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1931 (mu = -0.2272) | None                        | None                        | None                        | None                        | None                        |
| 19    | None                        | None                        | None                        | None                        | None                        | None                        | feature_810 (mu = 0.2233)   | None                        | None                        | None                        | None                        | None                        |
| 20    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1438 (mu = 0.2176)  | None                        | None                        | None                        | None                        | None                        |
| 21    | None                        | None                        | None                        | None                        | None                        | None                        | feature_161 (mu = -0.2136)  | None                        | None                        | None                        | None                        | None                        |
| 22    | None                        | None                        | None                        | None                        | None                        | None                        | feature_373 (mu = 0.2136)   | None                        | None                        | None                        | None                        | None                        |
| 23    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1547 (mu = 0.2116)  | None                        | None                        | None                        | None                        | None                        |
| 24    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1087 (mu = 0.2103)  | None                        | None                        | None                        | None                        | None                        |
| 25    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1858 (mu = -0.2086) | None                        | None                        | None                        | None                        | None                        |
| 26    | None                        | None                        | None                        | None                        | None                        | None                        | feature_250 (mu = -0.2085)  | None                        | None                        | None                        | None                        | None                        |
| 27    | None                        | None                        | None                        | None                        | None                        | None                        | feature_580 (mu = 0.2072)   | None                        | None                        | None                        | None                        | None                        |
| 28    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1916 (mu = -0.2039) | None                        | None                        | None                        | None                        | None                        |
| 29    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1367 (mu = 0.2029)  | None                        | None                        | None                        | None                        | None                        |
| 30    | None                        | None                        | None                        | None                        | None                        | None                        | feature_609 (mu = -0.2017)  | None                        | None                        | None                        | None                        | None                        |


Regression results on training data (l2 penalty)
================================================

No data to display.

----------------------------------------------------------------------

   ------   ANALYSIS - Solution type: TOP   ------   

## TOP Solutions

Required sparsity = 5

Coverage Metrics for top
========================

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 15.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 0.000   |
| Recall                 | 1.000   |
| Precision              | 1.000   |
| F1_Score               | 1.000   |
| Jaccard                | 1.000   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.000   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.000   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 133.333 |

## Overview of discovered features for TOP solutions:

 - 15 unique true support features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']


 - 15 discovered features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']

 - 0 missed true support features:
   []

 - 0 extra features found (not in true support):
   []


Overview of TOP solutions
===========================

| Index | component_0                 | component_1                | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                | component_10                | component_11                |
| _____ | ___________________________ | __________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | __________________________ | ___________________________ | ___________________________ |
| 0     | feature_866 (mu = 2.0927)   | feature_178 (mu = 2.0382)  | feature_1949 (mu = -1.3029) | feature_1307 (mu = 2.5372)  | feature_1307 (mu = -2.9451) | feature_866 (mu = 3.1974)   | feature_1307 (mu = -2.5401) | feature_1676 (mu = -1.5070) | feature_1470 (mu = 1.5884)  | feature_1307 (mu = 1.9592) | feature_866 (mu = -2.4792)  | feature_866 (mu = 2.0781)   |
| 1     | feature_1307 (mu = -1.8444) | feature_866 (mu = -1.5070) | feature_866 (mu = 1.0793)   | feature_1545 (mu = -1.2159) | feature_178 (mu = 2.4726)   | feature_178 (mu = -2.9491)  | feature_877 (mu = 1.6543)   | feature_1545 (mu = -1.4410) | feature_365 (mu = 1.2129)   | feature_178 (mu = -1.6039) | feature_1470 (mu = -1.6821) | feature_1545 (mu = -1.5249) |
| 2     | feature_1545 (mu = 1.4822)  | feature_187 (mu = -0.9132) | feature_1676 (mu = -1.0609) | feature_187 (mu = -0.9143)  | feature_999 (mu = 1.6242)   | feature_1307 (mu = -1.8953) | feature_178 (mu = 1.5783)   | feature_1307 (mu = 1.3050)  | feature_1051 (mu = -1.0975) | feature_1051 (mu = 1.2015) | feature_1676 (mu = 1.5067)  | feature_877 (mu = -1.3304)  |
| 3     | feature_1470 (mu = 1.1321)  | feature_1307 (mu = 0.8928) | feature_1307 (mu = 1.0572)  | feature_1676 (mu = -0.8129) | feature_1676 (mu = 0.9286)  | feature_365 (mu = 1.5398)   | feature_866 (mu = -1.3427)  | feature_877 (mu = 1.1704)   | feature_1949 (mu = 0.9716)  | feature_877 (mu = -1.0130) | feature_1545 (mu = 1.5006)  | feature_1676 (mu = -1.2749) |
| 4     | feature_1949 (mu = 0.9959)  | feature_999 (mu = 0.8238)  | feature_178 (mu = -0.9786)  | feature_741 (mu = -0.5864)  | feature_877 (mu = -0.8939)  | feature_1522 (mu = 1.3691)  | feature_1522 (mu = 1.3033)  | feature_999 (mu = -1.1005)  | feature_866 (mu = -0.9352)  | feature_899 (mu = -0.9498) | feature_178 (mu = -1.2496)  | feature_1307 (mu = 0.8883)  |


Regression results on training data (l2 penalty)
================================================

No data to display.

----------------------------------------------------------------------

   ------   ANALYSIS - Solution type: OUTLIER (STD_2.0)   ------   

## OUTLIER (STD_2.0) Solutions

Features identified as outliers based on standard deviation.

Coverage Metrics for outlier (STD_2.0)
======================================

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 618.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 603.000 |
| Recall                 | 1.000   |
| Precision              | 0.024   |
| F1_Score               | 0.047   |
| Jaccard                | 0.024   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.976   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.301   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 3.236   |

## Overview of discovered features for OUTLIER (STD_2.0) solutions:

 - 15 unique true support features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']


 - 618 discovered features:
   ['feature_0', 'feature_1009', 'feature_1013', 'feature_1021', 'feature_1023', 'feature_1030', 'feature_1032', 'feature_1036', 'feature_1037', 'feature_1039', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_1051', 'feature_1058', 'feature_1059', 'feature_106', 'feature_1064', 'feature_1065', 'feature_1067', 'feature_1071', 'feature_1073', 'feature_1078', 'feature_1080', 'feature_1081', 'feature_1084', 'feature_1087', 'feature_1088', 'feature_1089', 'feature_109', 'feature_1091', 'feature_1093', 'feature_1094', 'feature_1095', 'feature_1097', 'feature_11', 'feature_1100', 'feature_1101', 'feature_1102', 'feature_1104', 'feature_1105', 'feature_1106', 'feature_1107', 'feature_111', 'feature_1112', 'feature_1118', 'feature_1121', 'feature_1123', 'feature_1126', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1135', 'feature_1136', 'feature_1137', 'feature_1138', 'feature_114', 'feature_1140', 'feature_1141', 'feature_1145', 'feature_1153', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1165', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1177', 'feature_1182', 'feature_1184', 'feature_1187', 'feature_1189', 'feature_1193', 'feature_1198', 'feature_12', 'feature_1201', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1210', 'feature_1212', 'feature_1216', 'feature_1226', 'feature_1229', 'feature_1231', 'feature_1234', 'feature_1245', 'feature_1251', 'feature_1258', 'feature_1259', 'feature_126', 'feature_1261', 'feature_1264', 'feature_1267', 'feature_1268', 'feature_1271', 'feature_1277', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1305', 'feature_1306', 'feature_1307', 'feature_1309', 'feature_1310', 'feature_1311', 'feature_1321', 'feature_1323', 'feature_1324', 'feature_1330', 'feature_1332', 'feature_1333', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1341', 'feature_1351', 'feature_1354', 'feature_1355', 'feature_1358', 'feature_1360', 'feature_1363', 'feature_1366', 'feature_1367', 'feature_1369', 'feature_137', 'feature_1371', 'feature_1374', 'feature_1375', 'feature_1379', 'feature_1380', 'feature_1385', 'feature_1387', 'feature_139', 'feature_1390', 'feature_1391', 'feature_1394', 'feature_1396', 'feature_1397', 'feature_1398', 'feature_1401', 'feature_1406', 'feature_1408', 'feature_1409', 'feature_1416', 'feature_1417', 'feature_1419', 'feature_1420', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1441', 'feature_1444', 'feature_1454', 'feature_147', 'feature_1470', 'feature_1487', 'feature_1488', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1499', 'feature_150', 'feature_151', 'feature_1515', 'feature_1516', 'feature_1519', 'feature_1522', 'feature_1526', 'feature_153', 'feature_1530', 'feature_1535', 'feature_1545', 'feature_1546', 'feature_1547', 'feature_1549', 'feature_1551', 'feature_1552', 'feature_1554', 'feature_1556', 'feature_1559', 'feature_1562', 'feature_1565', 'feature_1566', 'feature_1567', 'feature_1568', 'feature_1574', 'feature_1575', 'feature_158', 'feature_1580', 'feature_1584', 'feature_1591', 'feature_1596', 'feature_1598', 'feature_1599', 'feature_160', 'feature_1603', 'feature_1605', 'feature_1607', 'feature_1608', 'feature_161', 'feature_1614', 'feature_1619', 'feature_1624', 'feature_1626', 'feature_1627', 'feature_1629', 'feature_1632', 'feature_1633', 'feature_1634', 'feature_1638', 'feature_1640', 'feature_1641', 'feature_1644', 'feature_1649', 'feature_165', 'feature_1652', 'feature_166', 'feature_1660', 'feature_1664', 'feature_1665', 'feature_1667', 'feature_1671', 'feature_1672', 'feature_1673', 'feature_1676', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1682', 'feature_1684', 'feature_1685', 'feature_1689', 'feature_1693', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1706', 'feature_1714', 'feature_1715', 'feature_1716', 'feature_1717', 'feature_1721', 'feature_1723', 'feature_1729', 'feature_173', 'feature_1737', 'feature_1739', 'feature_1740', 'feature_1741', 'feature_1744', 'feature_1746', 'feature_1750', 'feature_1752', 'feature_1754', 'feature_1755', 'feature_1756', 'feature_1757', 'feature_1761', 'feature_1763', 'feature_1765', 'feature_1767', 'feature_1768', 'feature_177', 'feature_1770', 'feature_1776', 'feature_1779', 'feature_178', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1787', 'feature_179', 'feature_1791', 'feature_1794', 'feature_18', 'feature_180', 'feature_1808', 'feature_181', 'feature_1816', 'feature_1821', 'feature_1826', 'feature_1827', 'feature_1832', 'feature_1833', 'feature_1834', 'feature_1836', 'feature_1837', 'feature_1840', 'feature_1845', 'feature_1850', 'feature_1852', 'feature_1855', 'feature_1858', 'feature_1863', 'feature_1864', 'feature_1868', 'feature_187', 'feature_1871', 'feature_1872', 'feature_1874', 'feature_1875', 'feature_1879', 'feature_1880', 'feature_1881', 'feature_1885', 'feature_1890', 'feature_1894', 'feature_1902', 'feature_1905', 'feature_1907', 'feature_191', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_1919', 'feature_1920', 'feature_1923', 'feature_1925', 'feature_1929', 'feature_1931', 'feature_1932', 'feature_1939', 'feature_1940', 'feature_1941', 'feature_1945', 'feature_1946', 'feature_1949', 'feature_195', 'feature_1950', 'feature_1952', 'feature_1953', 'feature_1960', 'feature_1965', 'feature_197', 'feature_1972', 'feature_1975', 'feature_1978', 'feature_1984', 'feature_1987', 'feature_1990', 'feature_1993', 'feature_1994', 'feature_1998', 'feature_200', 'feature_205', 'feature_212', 'feature_218', 'feature_221', 'feature_226', 'feature_229', 'feature_232', 'feature_24', 'feature_248', 'feature_249', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_256', 'feature_260', 'feature_261', 'feature_263', 'feature_265', 'feature_270', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_28', 'feature_280', 'feature_282', 'feature_284', 'feature_285', 'feature_287', 'feature_293', 'feature_298', 'feature_302', 'feature_304', 'feature_306', 'feature_31', 'feature_310', 'feature_311', 'feature_313', 'feature_321', 'feature_325', 'feature_33', 'feature_330', 'feature_332', 'feature_333', 'feature_335', 'feature_337', 'feature_339', 'feature_341', 'feature_344', 'feature_348', 'feature_352', 'feature_360', 'feature_363', 'feature_365', 'feature_372', 'feature_373', 'feature_375', 'feature_376', 'feature_38', 'feature_381', 'feature_388', 'feature_394', 'feature_397', 'feature_398', 'feature_4', 'feature_400', 'feature_408', 'feature_41', 'feature_417', 'feature_42', 'feature_420', 'feature_421', 'feature_425', 'feature_426', 'feature_43', 'feature_435', 'feature_436', 'feature_438', 'feature_440', 'feature_441', 'feature_442', 'feature_445', 'feature_446', 'feature_448', 'feature_449', 'feature_45', 'feature_453', 'feature_454', 'feature_46', 'feature_460', 'feature_461', 'feature_462', 'feature_463', 'feature_464', 'feature_473', 'feature_474', 'feature_476', 'feature_479', 'feature_48', 'feature_482', 'feature_485', 'feature_49', 'feature_495', 'feature_496', 'feature_5', 'feature_501', 'feature_504', 'feature_506', 'feature_507', 'feature_515', 'feature_516', 'feature_517', 'feature_521', 'feature_526', 'feature_527', 'feature_534', 'feature_536', 'feature_537', 'feature_54', 'feature_540', 'feature_545', 'feature_548', 'feature_549', 'feature_551', 'feature_557', 'feature_559', 'feature_561', 'feature_562', 'feature_569', 'feature_570', 'feature_574', 'feature_575', 'feature_577', 'feature_578', 'feature_580', 'feature_589', 'feature_591', 'feature_592', 'feature_597', 'feature_605', 'feature_606', 'feature_608', 'feature_609', 'feature_615', 'feature_620', 'feature_631', 'feature_634', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_647', 'feature_649', 'feature_650', 'feature_653', 'feature_657', 'feature_661', 'feature_662', 'feature_663', 'feature_665', 'feature_666', 'feature_667', 'feature_673', 'feature_675', 'feature_676', 'feature_68', 'feature_685', 'feature_694', 'feature_697', 'feature_70', 'feature_701', 'feature_703', 'feature_709', 'feature_711', 'feature_712', 'feature_719', 'feature_72', 'feature_721', 'feature_722', 'feature_724', 'feature_728', 'feature_73', 'feature_731', 'feature_734', 'feature_735', 'feature_736', 'feature_74', 'feature_741', 'feature_745', 'feature_747', 'feature_751', 'feature_760', 'feature_761', 'feature_764', 'feature_766', 'feature_770', 'feature_775', 'feature_776', 'feature_78', 'feature_780', 'feature_786', 'feature_799', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_820', 'feature_825', 'feature_827', 'feature_829', 'feature_851', 'feature_854', 'feature_858', 'feature_859', 'feature_860', 'feature_862', 'feature_863', 'feature_866', 'feature_870', 'feature_875', 'feature_877', 'feature_880', 'feature_884', 'feature_886', 'feature_887', 'feature_888', 'feature_889', 'feature_898', 'feature_899', 'feature_907', 'feature_909', 'feature_91', 'feature_910', 'feature_913', 'feature_914', 'feature_915', 'feature_916', 'feature_920', 'feature_921', 'feature_922', 'feature_926', 'feature_933', 'feature_937', 'feature_939', 'feature_94', 'feature_940', 'feature_941', 'feature_942', 'feature_944', 'feature_948', 'feature_949', 'feature_954', 'feature_957', 'feature_96', 'feature_97', 'feature_971', 'feature_974', 'feature_977', 'feature_984', 'feature_99', 'feature_994', 'feature_995', 'feature_996', 'feature_999']

 - 0 missed true support features:
   []

 - 603 extra features found (not in true support):
   ['feature_0', 'feature_1009', 'feature_1013', 'feature_1021', 'feature_1023', 'feature_1030', 'feature_1032', 'feature_1036', 'feature_1037', 'feature_1039', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_1058', 'feature_1059', 'feature_106', 'feature_1064', 'feature_1065', 'feature_1067', 'feature_1071', 'feature_1073', 'feature_1078', 'feature_1080', 'feature_1081', 'feature_1084', 'feature_1087', 'feature_1088', 'feature_1089', 'feature_109', 'feature_1091', 'feature_1093', 'feature_1094', 'feature_1095', 'feature_1097', 'feature_11', 'feature_1100', 'feature_1101', 'feature_1102', 'feature_1104', 'feature_1105', 'feature_1106', 'feature_1107', 'feature_111', 'feature_1112', 'feature_1118', 'feature_1121', 'feature_1123', 'feature_1126', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1135', 'feature_1136', 'feature_1137', 'feature_1138', 'feature_114', 'feature_1140', 'feature_1141', 'feature_1145', 'feature_1153', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1165', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1177', 'feature_1182', 'feature_1184', 'feature_1187', 'feature_1189', 'feature_1193', 'feature_1198', 'feature_12', 'feature_1201', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1210', 'feature_1212', 'feature_1216', 'feature_1226', 'feature_1229', 'feature_1231', 'feature_1234', 'feature_1245', 'feature_1251', 'feature_1258', 'feature_1259', 'feature_126', 'feature_1261', 'feature_1264', 'feature_1267', 'feature_1268', 'feature_1271', 'feature_1277', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1305', 'feature_1306', 'feature_1309', 'feature_1310', 'feature_1311', 'feature_1321', 'feature_1323', 'feature_1324', 'feature_1330', 'feature_1332', 'feature_1333', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1341', 'feature_1351', 'feature_1354', 'feature_1355', 'feature_1358', 'feature_1360', 'feature_1363', 'feature_1366', 'feature_1367', 'feature_1369', 'feature_137', 'feature_1371', 'feature_1374', 'feature_1375', 'feature_1379', 'feature_1380', 'feature_1385', 'feature_1387', 'feature_139', 'feature_1390', 'feature_1391', 'feature_1394', 'feature_1396', 'feature_1397', 'feature_1398', 'feature_1401', 'feature_1406', 'feature_1408', 'feature_1409', 'feature_1416', 'feature_1417', 'feature_1419', 'feature_1420', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1441', 'feature_1444', 'feature_1454', 'feature_147', 'feature_1487', 'feature_1488', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1499', 'feature_150', 'feature_151', 'feature_1515', 'feature_1516', 'feature_1519', 'feature_1526', 'feature_153', 'feature_1530', 'feature_1535', 'feature_1546', 'feature_1547', 'feature_1549', 'feature_1551', 'feature_1552', 'feature_1554', 'feature_1556', 'feature_1559', 'feature_1562', 'feature_1565', 'feature_1566', 'feature_1567', 'feature_1568', 'feature_1574', 'feature_1575', 'feature_158', 'feature_1580', 'feature_1584', 'feature_1591', 'feature_1596', 'feature_1598', 'feature_1599', 'feature_160', 'feature_1603', 'feature_1605', 'feature_1607', 'feature_1608', 'feature_161', 'feature_1614', 'feature_1619', 'feature_1624', 'feature_1626', 'feature_1627', 'feature_1629', 'feature_1632', 'feature_1633', 'feature_1634', 'feature_1638', 'feature_1640', 'feature_1641', 'feature_1644', 'feature_1649', 'feature_165', 'feature_1652', 'feature_166', 'feature_1660', 'feature_1664', 'feature_1665', 'feature_1667', 'feature_1671', 'feature_1672', 'feature_1673', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1682', 'feature_1684', 'feature_1685', 'feature_1689', 'feature_1693', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1706', 'feature_1714', 'feature_1715', 'feature_1716', 'feature_1717', 'feature_1721', 'feature_1723', 'feature_1729', 'feature_173', 'feature_1737', 'feature_1739', 'feature_1740', 'feature_1741', 'feature_1744', 'feature_1746', 'feature_1750', 'feature_1752', 'feature_1754', 'feature_1755', 'feature_1756', 'feature_1757', 'feature_1761', 'feature_1763', 'feature_1765', 'feature_1767', 'feature_1768', 'feature_177', 'feature_1770', 'feature_1776', 'feature_1779', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1787', 'feature_179', 'feature_1791', 'feature_1794', 'feature_18', 'feature_180', 'feature_1808', 'feature_181', 'feature_1816', 'feature_1821', 'feature_1826', 'feature_1827', 'feature_1832', 'feature_1833', 'feature_1834', 'feature_1836', 'feature_1837', 'feature_1840', 'feature_1845', 'feature_1850', 'feature_1852', 'feature_1855', 'feature_1858', 'feature_1863', 'feature_1864', 'feature_1868', 'feature_1871', 'feature_1872', 'feature_1874', 'feature_1875', 'feature_1879', 'feature_1880', 'feature_1881', 'feature_1885', 'feature_1890', 'feature_1894', 'feature_1902', 'feature_1905', 'feature_1907', 'feature_191', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_1919', 'feature_1920', 'feature_1923', 'feature_1925', 'feature_1929', 'feature_1931', 'feature_1932', 'feature_1939', 'feature_1940', 'feature_1941', 'feature_1945', 'feature_1946', 'feature_195', 'feature_1950', 'feature_1952', 'feature_1953', 'feature_1960', 'feature_1965', 'feature_197', 'feature_1972', 'feature_1975', 'feature_1978', 'feature_1984', 'feature_1987', 'feature_1990', 'feature_1993', 'feature_1994', 'feature_1998', 'feature_200', 'feature_205', 'feature_212', 'feature_218', 'feature_221', 'feature_226', 'feature_229', 'feature_232', 'feature_24', 'feature_248', 'feature_249', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_256', 'feature_260', 'feature_261', 'feature_263', 'feature_265', 'feature_270', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_28', 'feature_280', 'feature_282', 'feature_284', 'feature_285', 'feature_287', 'feature_293', 'feature_298', 'feature_302', 'feature_304', 'feature_306', 'feature_31', 'feature_310', 'feature_311', 'feature_313', 'feature_321', 'feature_325', 'feature_33', 'feature_330', 'feature_332', 'feature_333', 'feature_335', 'feature_337', 'feature_339', 'feature_341', 'feature_344', 'feature_348', 'feature_352', 'feature_360', 'feature_363', 'feature_372', 'feature_373', 'feature_375', 'feature_376', 'feature_38', 'feature_381', 'feature_388', 'feature_394', 'feature_397', 'feature_398', 'feature_4', 'feature_400', 'feature_408', 'feature_41', 'feature_417', 'feature_42', 'feature_420', 'feature_421', 'feature_425', 'feature_426', 'feature_43', 'feature_435', 'feature_436', 'feature_438', 'feature_440', 'feature_441', 'feature_442', 'feature_445', 'feature_446', 'feature_448', 'feature_449', 'feature_45', 'feature_453', 'feature_454', 'feature_46', 'feature_460', 'feature_461', 'feature_462', 'feature_463', 'feature_464', 'feature_473', 'feature_474', 'feature_476', 'feature_479', 'feature_48', 'feature_482', 'feature_485', 'feature_49', 'feature_495', 'feature_496', 'feature_5', 'feature_501', 'feature_504', 'feature_506', 'feature_507', 'feature_515', 'feature_516', 'feature_517', 'feature_521', 'feature_526', 'feature_527', 'feature_534', 'feature_536', 'feature_537', 'feature_54', 'feature_540', 'feature_545', 'feature_548', 'feature_549', 'feature_551', 'feature_557', 'feature_559', 'feature_561', 'feature_562', 'feature_569', 'feature_570', 'feature_574', 'feature_575', 'feature_577', 'feature_578', 'feature_580', 'feature_589', 'feature_591', 'feature_592', 'feature_597', 'feature_605', 'feature_606', 'feature_608', 'feature_609', 'feature_615', 'feature_620', 'feature_631', 'feature_634', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_647', 'feature_649', 'feature_650', 'feature_653', 'feature_657', 'feature_661', 'feature_662', 'feature_663', 'feature_665', 'feature_666', 'feature_667', 'feature_673', 'feature_675', 'feature_676', 'feature_68', 'feature_685', 'feature_694', 'feature_697', 'feature_70', 'feature_701', 'feature_703', 'feature_709', 'feature_711', 'feature_712', 'feature_719', 'feature_72', 'feature_721', 'feature_722', 'feature_724', 'feature_728', 'feature_73', 'feature_731', 'feature_734', 'feature_735', 'feature_736', 'feature_74', 'feature_745', 'feature_747', 'feature_751', 'feature_760', 'feature_761', 'feature_764', 'feature_766', 'feature_770', 'feature_775', 'feature_776', 'feature_78', 'feature_780', 'feature_786', 'feature_799', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_820', 'feature_825', 'feature_827', 'feature_829', 'feature_851', 'feature_854', 'feature_858', 'feature_859', 'feature_860', 'feature_862', 'feature_863', 'feature_870', 'feature_875', 'feature_880', 'feature_884', 'feature_886', 'feature_887', 'feature_888', 'feature_889', 'feature_898', 'feature_907', 'feature_909', 'feature_91', 'feature_910', 'feature_913', 'feature_914', 'feature_915', 'feature_916', 'feature_920', 'feature_921', 'feature_922', 'feature_926', 'feature_933', 'feature_937', 'feature_939', 'feature_94', 'feature_940', 'feature_941', 'feature_942', 'feature_944', 'feature_948', 'feature_949', 'feature_954', 'feature_957', 'feature_96', 'feature_97', 'feature_971', 'feature_974', 'feature_977', 'feature_984', 'feature_99', 'feature_994', 'feature_995', 'feature_996']


Overview of OUTLIER (STD_2.0) solutions
=========================================

| Index | component_0                 | component_1                 | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                 | component_10                | component_11                |
| _____ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ |
| 0     | feature_866 (mu = 2.0927)   | feature_178 (mu = 2.0382)   | feature_1949 (mu = -1.3029) | feature_1307 (mu = 2.5372)  | feature_1307 (mu = -2.9451) | feature_866 (mu = 3.1974)   | feature_1307 (mu = -2.5401) | feature_1676 (mu = -1.5070) | feature_1470 (mu = 1.5884)  | feature_1307 (mu = 1.9592)  | feature_866 (mu = -2.4792)  | feature_866 (mu = 2.0781)   |
| 1     | feature_1307 (mu = -1.8444) | feature_866 (mu = -1.5070)  | feature_866 (mu = 1.0793)   | feature_1545 (mu = -1.2159) | feature_178 (mu = 2.4726)   | feature_178 (mu = -2.9491)  | feature_877 (mu = 1.6543)   | feature_1545 (mu = -1.4410) | feature_365 (mu = 1.2129)   | feature_178 (mu = -1.6039)  | feature_1470 (mu = -1.6821) | feature_1545 (mu = -1.5249) |
| 2     | feature_1545 (mu = 1.4822)  | feature_187 (mu = -0.9132)  | feature_1676 (mu = -1.0609) | feature_187 (mu = -0.9143)  | feature_999 (mu = 1.6242)   | feature_1307 (mu = -1.8953) | feature_178 (mu = 1.5783)   | feature_1307 (mu = 1.3050)  | feature_1051 (mu = -1.0975) | feature_1051 (mu = 1.2015)  | feature_1676 (mu = 1.5067)  | feature_877 (mu = -1.3304)  |
| 3     | feature_1470 (mu = 1.1321)  | feature_1307 (mu = 0.8928)  | feature_1307 (mu = 1.0572)  | feature_1676 (mu = -0.8129) | feature_1676 (mu = 0.9286)  | feature_365 (mu = 1.5398)   | feature_866 (mu = -1.3427)  | feature_877 (mu = 1.1704)   | feature_1949 (mu = 0.9716)  | feature_877 (mu = -1.0130)  | feature_1545 (mu = 1.5006)  | feature_1676 (mu = -1.2749) |
| 4     | feature_1949 (mu = 0.9959)  | feature_999 (mu = 0.8238)   | feature_178 (mu = -0.9786)  | feature_741 (mu = -0.5864)  | feature_877 (mu = -0.8939)  | feature_1522 (mu = 1.3691)  | feature_1522 (mu = 1.3033)  | feature_999 (mu = -1.1005)  | feature_866 (mu = -0.9352)  | feature_899 (mu = -0.9498)  | feature_178 (mu = -1.2496)  | feature_1307 (mu = 0.8883)  |
| 5     | feature_365 (mu = 0.9872)   | feature_1470 (mu = -0.6554) | feature_1051 (mu = 0.7189)  | feature_178 (mu = 0.5408)   | feature_1470 (mu = 0.8938)  | feature_1676 (mu = -1.3373) | feature_1676 (mu = 0.9623)  | feature_178 (mu = -0.8718)  | feature_187 (mu = -0.9007)  | feature_866 (mu = -0.8117)  | feature_365 (mu = -1.0043)  | feature_741 (mu = -0.7926)  |
| 6     | feature_877 (mu = -0.9789)  | feature_877 (mu = -0.6442)  | feature_741 (mu = 0.5521)   | feature_1470 (mu = -0.3733) | feature_741 (mu = 0.8816)   | feature_877 (mu = -0.9476)  | feature_999 (mu = 0.8730)   | feature_1949 (mu = -0.8422) | feature_899 (mu = -0.8809)  | feature_365 (mu = 0.6278)   | feature_1307 (mu = -0.9412) | feature_1522 (mu = -0.7773) |
| 7     | feature_741 (mu = -0.9373)  | feature_1949 (mu = 0.5779)  | feature_1470 (mu = -0.5504) | feature_899 (mu = 0.3715)   | feature_1522 (mu = 0.6572)  | feature_1949 (mu = -0.9200) | feature_365 (mu = -0.7555)  | feature_365 (mu = -0.7231)  | feature_1545 (mu = -0.7728) | feature_741 (mu = -0.5264)  | feature_1051 (mu = 0.5913)  | feature_899 (mu = 0.6257)   |
| 8     | feature_999 (mu = -0.8664)  | feature_1676 (mu = 0.5747)  | feature_1545 (mu = -0.5208) | feature_1051 (mu = 0.3178)  | feature_1949 (mu = 0.6072)  | feature_1545 (mu = 0.7046)  | feature_899 (mu = -0.5847)  | feature_866 (mu = -0.7165)  | feature_877 (mu = -0.6983)  | feature_1522 (mu = -0.5114) | feature_1522 (mu = 0.4976)  | feature_1051 (mu = 0.6079)  |
| 9     | feature_1676 (mu = -0.4085) | feature_899 (mu = 0.3077)   | feature_899 (mu = 0.4324)   | feature_866 (mu = -0.3149)  | feature_899 (mu = -0.5418)  | feature_1051 (mu = 0.6429)  | feature_187 (mu = -0.5625)  | feature_899 (mu = 0.7154)   | feature_1522 (mu = 0.4777)  | feature_1676 (mu = -0.2907) | feature_899 (mu = 0.4415)   | feature_178 (mu = -0.5841)  |
| 10    | feature_187 (mu = 0.3933)   | feature_1545 (mu = -0.2255) | feature_877 (mu = 0.4075)   | feature_365 (mu = 0.3070)   | feature_187 (mu = -0.3728)  | feature_741 (mu = -0.5365)  | feature_741 (mu = 0.5508)   | feature_1051 (mu = -0.4941) | feature_999 (mu = 0.3474)   | feature_1545 (mu = -0.2866) | feature_999 (mu = -0.3190)  | feature_1949 (mu = -0.5720) |
| 11    | feature_178 (mu = 0.2945)   | feature_1522 (mu = 0.1731)  | feature_999 (mu = 0.3512)   | feature_877 (mu = -0.2237)  | feature_365 (mu = 0.2959)   | feature_899 (mu = 0.5299)   | feature_1051 (mu = 0.3552)  | feature_187 (mu = 0.3103)   | feature_178 (mu = 0.2037)   | feature_999 (mu = 0.2483)   | feature_1949 (mu = 0.3162)  | feature_187 (mu = 0.5689)   |
| 12    | feature_1051 (mu = -0.2153) | feature_1051 (mu = 0.1042)  | feature_365 (mu = -0.3213)  | feature_1522 (mu = 0.1857)  | feature_1051 (mu = -0.2340) | feature_999 (mu = 0.4113)   | feature_1470 (mu = 0.3552)  | feature_1470 (mu = 0.2712)  | feature_1330 (mu = -0.1100) | feature_1470 (mu = -0.2091) | feature_877 (mu = 0.2558)   | feature_999 (mu = -0.5660)  |
| 13    | feature_1522 (mu = -0.1057) | feature_741 (mu = -0.1028)  | feature_1522 (mu = 0.2996)  | feature_999 (mu = 0.1698)   | feature_195 (mu = -0.1877)  | feature_187 (mu = -0.2255)  | feature_1545 (mu = 0.3321)  | feature_741 (mu = 0.2034)   | feature_1284 (mu = -0.1043) | feature_187 (mu = -0.2085)  | feature_195 (mu = -0.1620)  | feature_1470 (mu = -0.2556) |
| 14    | feature_277 (mu = -0.0990)  | feature_1140 (mu = -0.0851) | feature_187 (mu = 0.1794)   | feature_1234 (mu = 0.0929)  | feature_1438 (mu = 0.1864)  | feature_1470 (mu = -0.2198) | feature_1284 (mu = -0.2452) | feature_1522 (mu = -0.1280) | feature_161 (mu = -0.1027)  | feature_1949 (mu = 0.1585)  | feature_25 (mu = 0.1464)    | feature_1360 (mu = 0.1765)  |
| 15    | feature_914 (mu = -0.0888)  | feature_1680 (mu = 0.0838)  | feature_1332 (mu = -0.0813) | feature_398 (mu = 0.0873)   | feature_866 (mu = 0.1857)   | feature_862 (mu = 0.2103)   | feature_12 (mu = 0.2433)    | feature_728 (mu = 0.1001)   | feature_1438 (mu = 0.1018)  | feature_1087 (mu = -0.1210) | feature_180 (mu = -0.1336)  | feature_1198 (mu = 0.1641)  |
| 16    | feature_250 (mu = 0.0799)   | feature_1916 (mu = -0.0768) | feature_888 (mu = 0.0810)   | feature_8 (mu = 0.0820)     | feature_1875 (mu = 0.1754)  | feature_635 (mu = -0.1944)  | feature_1293 (mu = 0.2329)  | feature_1875 (mu = -0.0927) | feature_580 (mu = 0.1017)   | feature_1258 (mu = -0.1198) | feature_1360 (mu = -0.1306) | feature_1575 (mu = -0.1606) |
| 17    | feature_397 (mu = 0.0789)   | feature_645 (mu = -0.0742)  | feature_724 (mu = 0.0794)   | feature_272 (mu = -0.0820)  | feature_1284 (mu = -0.1706) | feature_271 (mu = 0.1844)   | feature_1198 (mu = -0.2277) | feature_435 (mu = -0.0903)  | feature_195 (mu = -0.1010)  | feature_888 (mu = 0.1076)   | feature_1931 (mu = -0.1292) | feature_1770 (mu = -0.1594) |
| 18    | feature_177 (mu = -0.0775)  | feature_48 (mu = -0.0729)   | feature_1984 (mu = 0.0791)  | feature_195 (mu = 0.0812)   | feature_888 (mu = -0.1698)  | feature_1566 (mu = 0.1820)  | feature_1931 (mu = -0.2272) | feature_775 (mu = 0.0903)   | feature_1112 (mu = -0.1009) | feature_1198 (mu = 0.1061)  | feature_1438 (mu = 0.1264)  | feature_25 (mu = -0.1512)   |
| 19    | feature_1907 (mu = -0.0752) | feature_1490 (mu = -0.0721) | feature_1286 (mu = 0.0783)  | feature_1437 (mu = -0.0736) | feature_479 (mu = 0.1685)   | feature_38 (mu = 0.1812)    | feature_810 (mu = 0.2233)   | feature_888 (mu = 0.0889)   | feature_1916 (mu = -0.0965) | feature_398 (mu = 0.1046)   | feature_1584 (mu = 0.1256)  | feature_1258 (mu = -0.1502) |
| 20    | feature_1358 (mu = 0.0744)  | feature_153 (mu = -0.0712)  | feature_161 (mu = 0.0765)   | feature_461 (mu = -0.0726)  | feature_1087 (mu = 0.1578)  | feature_1605 (mu = 0.1811)  | feature_1438 (mu = 0.2176)  | feature_1420 (mu = -0.0876) | feature_1634 (mu = -0.0959) | feature_195 (mu = 0.1042)   | feature_265 (mu = 0.1220)   | feature_1584 (mu = -0.1464) |
| 21    | feature_1566 (mu = 0.0737)  | feature_1438 (mu = 0.0683)  | feature_641 (mu = 0.0759)   | feature_256 (mu = 0.0709)   | feature_578 (mu = 0.1553)   | feature_250 (mu = 0.1794)   | feature_161 (mu = -0.2136)  | feature_253 (mu = 0.0867)   | feature_1547 (mu = 0.0953)  | feature_5 (mu = -0.1006)    | feature_1770 (mu = 0.1166)  | feature_394 (mu = 0.1462)   |
| 22    | feature_620 (mu = 0.0732)   | feature_862 (mu = -0.0679)  | feature_808 (mu = -0.0735)  | feature_1205 (mu = -0.0708) | feature_1293 (mu = 0.1520)  | feature_91 (mu = 0.1747)    | feature_373 (mu = 0.2136)   | feature_816 (mu = 0.0824)   | feature_1118 (mu = 0.0949)  | feature_825 (mu = -0.0996)  | feature_1338 (mu = 0.1163)  | feature_673 (mu = 0.1414)   |
| 23    | feature_1834 (mu = 0.0717)  | feature_1568 (mu = -0.0677) | feature_1629 (mu = 0.0733)  | feature_479 (mu = -0.0705)  | feature_1931 (mu = -0.1487) | feature_1644 (mu = -0.1743) | feature_1547 (mu = 0.2116)  | feature_722 (mu = -0.0814)  | feature_1293 (mu = 0.0913)  | feature_1396 (mu = -0.0991) | feature_426 (mu = 0.1151)   | feature_1492 (mu = 0.1404)  |
| 24    | feature_637 (mu = 0.0713)   | feature_33 (mu = -0.0673)   | feature_1398 (mu = 0.0684)  | feature_914 (mu = 0.0703)   | feature_360 (mu = -0.1463)  | feature_645 (mu = 0.1731)   | feature_1087 (mu = 0.2103)  | feature_1162 (mu = 0.0786)  | feature_1852 (mu = -0.0910) | feature_1323 (mu = -0.0990) | feature_1490 (mu = -0.1148) | feature_161 (mu = 0.1383)   |
| 25    | feature_180 (mu = 0.0710)   | feature_1746 (mu = -0.0672) | feature_1387 (mu = 0.0682)  | feature_728 (mu = 0.0696)   | feature_425 (mu = -0.1448)  | feature_153 (mu = 0.1716)   | feature_1858 (mu = -0.2086) | feature_916 (mu = -0.0780)  | feature_1931 (mu = -0.0901) | feature_916 (mu = -0.0977)  | feature_1245 (mu = 0.1134)  | feature_332 (mu = 0.1382)   |
| 26    | feature_479 (mu = 0.0709)   | feature_38 (mu = -0.0666)   | feature_711 (mu = 0.0670)   | feature_38 (mu = -0.0694)   | feature_1203 (mu = -0.1438) | feature_1271 (mu = 0.1702)  | feature_250 (mu = -0.2085)  | feature_1575 (mu = -0.0776) | feature_441 (mu = -0.0889)  | feature_578 (mu = -0.0977)  | feature_1575 (mu = 0.1121)  | feature_205 (mu = -0.1381)  |
| 27    | feature_1385 (mu = 0.0701)  | feature_1293 (mu = 0.0659)  | feature_33 (mu = 0.0667)    | feature_559 (mu = -0.0691)  | feature_179 (mu = 0.1428)   | feature_1916 (mu = 0.1692)  | feature_580 (mu = 0.2072)   | feature_1984 (mu = 0.0755)  | feature_373 (mu = 0.0889)   | feature_179 (mu = -0.0964)  | feature_276 (mu = 0.1093)   | feature_448 (mu = 0.1378)   |
| 28    | feature_339 (mu = 0.0700)   | feature_545 (mu = 0.0657)   | feature_284 (mu = 0.0652)   | feature_435 (mu = -0.0690)  | feature_1363 (mu = 0.1413)  | feature_161 (mu = 0.1676)   | feature_1916 (mu = -0.2039) | feature_464 (mu = 0.0748)   | feature_645 (mu = -0.0884)  | feature_1163 (mu = -0.0961) | feature_1136 (mu = -0.1090) | feature_1283 (mu = 0.1374)  |
| 29    | feature_926 (mu = 0.0699)   | feature_1209 (mu = -0.0626) | feature_78 (mu = 0.0650)    | feature_578 (mu = -0.0674)  | feature_916 (mu = 0.1410)   | feature_33 (mu = 0.1655)    | feature_1367 (mu = 0.2029)  | feature_479 (mu = -0.0743)  | feature_1046 (mu = 0.0869)  | feature_1284 (mu = 0.0957)  | feature_1258 (mu = 0.1085)  | feature_463 (mu = -0.1361)  |
| 30    | feature_1499 (mu = -0.0690) | feature_1644 (mu = 0.0615)  | feature_745 (mu = -0.0647)  | feature_1910 (mu = -0.0664) | feature_1816 (mu = -0.1405) | feature_724 (mu = 0.1643)   | feature_609 (mu = -0.2017)  | feature_1363 (mu = -0.0724) | feature_1490 (mu = -0.0854) | feature_1757 (mu = 0.0956)  | feature_1744 (mu = -0.1066) | feature_114 (mu = -0.1341)  |
| 31    | feature_1910 (mu = 0.0686)  | feature_1516 (mu = -0.0607) | feature_977 (mu = 0.0647)   | feature_1833 (mu = -0.0663) | feature_1310 (mu = -0.1394) | feature_1907 (mu = -0.1632) | feature_441 (mu = -0.1967)  | feature_195 (mu = 0.0708)   | feature_545 (mu = 0.0844)   | feature_332 (mu = 0.0945)   | feature_1324 (mu = -0.1058) | feature_195 (mu = 0.1340)   |
| 32    | feature_1126 (mu = 0.0678)  | feature_271 (mu = -0.0604)  | feature_1444 (mu = -0.0644) | feature_91 (mu = -0.0657)   | feature_914 (mu = -0.1386)  | feature_180 (mu = 0.1624)   | feature_645 (mu = -0.1956)  | feature_179 (mu = -0.0702)  | feature_916 (mu = 0.0843)   | feature_1940 (mu = -0.0936) | feature_1940 (mu = 0.1047)  | feature_1245 (mu = -0.1328) |
| 33    | feature_1338 (mu = -0.0673) | feature_1931 (mu = -0.0604) | feature_1091 (mu = -0.0638) | feature_168 (mu = -0.0651)  | feature_1112 (mu = -0.1368) | feature_279 (mu = 0.1579)   | feature_888 (mu = -0.1950)  | feature_280 (mu = 0.0701)   | feature_474 (mu = 0.0842)   | feature_420 (mu = 0.0922)   | feature_179 (mu = 0.1046)   | feature_42 (mu = -0.1306)   |
| 34    | feature_280 (mu = -0.0669)  | feature_606 (mu = 0.0604)   | feature_442 (mu = 0.0635)   | feature_226 (mu = -0.0650)  | feature_441 (mu = -0.1362)  | feature_474 (mu = -0.1572)  | feature_1703 (mu = -0.1949) | feature_421 (mu = 0.0692)   | feature_1158 (mu = 0.0842)  | feature_1059 (mu = 0.0916)  | feature_42 (mu = 0.1032)    | feature_250 (mu = 0.1305)   |
| 35    | feature_1580 (mu = -0.0657) | feature_1575 (mu = 0.0604)  | feature_507 (mu = 0.0632)   | feature_280 (mu = 0.0644)   | feature_1295 (mu = -0.1352) | feature_1549 (mu = -0.1569) | feature_25 (mu = 0.1947)    | feature_1667 (mu = -0.0680) | feature_1946 (mu = 0.0816)  | feature_1556 (mu = -0.0910) | feature_728 (mu = -0.1020)  | feature_180 (mu = 0.1281)   |
| 36    | feature_1369 (mu = -0.0656) | feature_1598 (mu = 0.0601)  | feature_1212 (mu = -0.0628) | feature_751 (mu = -0.0642)  | feature_580 (mu = 0.1352)   | feature_1067 (mu = 0.1565)  | feature_180 (mu = -0.1939)  | feature_1910 (mu = -0.0677) | feature_1198 (mu = -0.0813) | feature_435 (mu = -0.0904)  | feature_373 (mu = 0.1018)   | feature_276 (mu = -0.1280)  |
| 37    | feature_1599 (mu = -0.0643) | feature_1067 (mu = -0.0601) | feature_653 (mu = -0.0621)  | feature_454 (mu = -0.0641)  | feature_1634 (mu = -0.1337) | feature_1444 (mu = -0.1565) | feature_1605 (mu = -0.1936) | feature_673 (mu = 0.0675)   | feature_72 (mu = 0.0806)    | feature_12 (mu = -0.0903)   | feature_941 (mu = 0.1013)   | feature_1324 (mu = 0.1276)  |
| 38    | feature_38 (mu = 0.0641)    | feature_137 (mu = -0.0598)  | feature_709 (mu = -0.0618)  | feature_1131 (mu = -0.0633) | feature_1703 (mu = -0.1336) | feature_1575 (mu = -0.1555) | feature_860 (mu = 0.1923)   | feature_657 (mu = -0.0666)  | feature_1078 (mu = 0.0804)  | feature_580 (mu = -0.0895)  | feature_673 (mu = -0.1010)  | feature_1605 (mu = 0.1245)  |
| 39    | feature_974 (mu = 0.0640)   | feature_501 (mu = 0.0598)   | feature_1575 (mu = -0.0618) | feature_325 (mu = 0.0624)   | feature_12 (mu = 0.1331)    | feature_177 (mu = -0.1554)  | feature_1757 (mu = -0.1895) | feature_898 (mu = 0.0656)   | feature_1644 (mu = 0.0801)  | feature_441 (mu = 0.0889)   | feature_332 (mu = -0.0991)  | feature_1940 (mu = -0.1235) |
| 40    | feature_734 (mu = -0.0639)  | feature_1634 (mu = -0.0583) | feature_474 (mu = -0.0615)  | feature_1667 (mu = -0.0620) | feature_825 (mu = 0.1310)   | feature_1714 (mu = 0.1542)  | feature_1767 (mu = -0.1867) | feature_1251 (mu = 0.0655)  | feature_12 (mu = 0.0800)    | feature_1420 (mu = -0.0888) | feature_282 (mu = 0.0990)   | feature_1702 (mu = -0.1234) |
| 41    | feature_1559 (mu = -0.0633) | feature_569 (mu = 0.0579)   | feature_1177 (mu = 0.0613)  | feature_166 (mu = 0.0619)   | feature_1826 (mu = 0.1310)  | feature_448 (mu = 0.1529)   | feature_1118 (mu = 0.1861)  | feature_620 (mu = -0.0653)  | feature_1881 (mu = 0.0800)  | feature_728 (mu = 0.0882)   | feature_1396 (mu = 0.0983)  | feature_569 (mu = -0.1227)  |
| 42    | feature_109 (mu = 0.0629)   | feature_1277 (mu = 0.0574)  | feature_676 (mu = 0.0611)   | feature_1229 (mu = -0.0619) | feature_1556 (mu = 0.1307)  | feature_1209 (mu = 0.1528)  | feature_448 (mu = -0.1856)  | feature_1234 (mu = 0.0650)  | feature_1757 (mu = -0.0795) | feature_722 (mu = -0.0878)  | feature_99 (mu = -0.0982)   | feature_1493 (mu = -0.1221) |
| 43    | feature_173 (mu = 0.0620)   | feature_1715 (mu = 0.0562)  | feature_1652 (mu = -0.0610) | feature_73 (mu = -0.0619)   | feature_1946 (mu = 0.1299)  | feature_501 (mu = -0.1526)  | feature_474 (mu = 0.1856)   | feature_302 (mu = -0.0646)  | feature_1826 (mu = 0.0794)  | feature_1875 (mu = -0.0866) | feature_330 (mu = 0.0979)   | feature_1916 (mu = 0.1217)  |
| 44    | feature_363 (mu = -0.0618)  | feature_261 (mu = -0.0559)  | feature_1740 (mu = -0.0603) | feature_1998 (mu = 0.0614)  | feature_1258 (mu = 0.1296)  | feature_1627 (mu = -0.1522) | feature_1780 (mu = -0.1848) | feature_441 (mu = 0.0643)   | feature_578 (mu = 0.0792)   | feature_1081 (mu = 0.0864)  | feature_360 (mu = -0.0976)  | feature_179 (mu = -0.1210)  |
| 45    | feature_609 (mu = 0.0616)   | feature_161 (mu = -0.0559)  | feature_1526 (mu = -0.0592) | feature_887 (mu = 0.0613)   | feature_1089 (mu = -0.1293) | feature_1580 (mu = -0.1520) | feature_1112 (mu = -0.1845) | feature_1556 (mu = -0.0642) | feature_574 (mu = -0.0788)  | feature_1946 (mu = -0.0858) | feature_0 (mu = 0.0972)     | feature_442 (mu = 0.1209)   |
| 46    | feature_46 (mu = 0.0608)    | feature_1660 (mu = 0.0557)  | feature_1607 (mu = -0.0592) | feature_1872 (mu = 0.0611)  | feature_161 (mu = -0.1283)  | feature_1678 (mu = -0.1510) | feature_825 (mu = 0.1842)   | feature_922 (mu = -0.0632)  | feature_1021 (mu = -0.0786) | feature_926 (mu = -0.0855)  | feature_504 (mu = 0.0968)   | feature_922 (mu = -0.1194)  |
| 47    | feature_1836 (mu = 0.0607)  | feature_177 (mu = 0.0554)   | feature_722 (mu = -0.0592)  | feature_1374 (mu = -0.0609) | feature_1975 (mu = -0.1283) | feature_1091 (mu = -0.1508) | feature_1556 (mu = 0.1835)  | feature_151 (mu = 0.0632)   | feature_506 (mu = 0.0782)   | feature_760 (mu = 0.0849)   | feature_1454 (mu = -0.0960) | feature_1863 (mu = 0.1194)  |
| 48    | feature_957 (mu = 0.0606)   | feature_1330 (mu = -0.0550) | feature_1923 (mu = -0.0587) | feature_647 (mu = 0.0606)   | feature_1065 (mu = 0.1274)  | feature_1638 (mu = 0.1498)  | feature_54 (mu = -0.1826)   | feature_1953 (mu = 0.0627)  | feature_1168 (mu = -0.0780) | feature_820 (mu = 0.0844)   | feature_111 (mu = -0.0959)  | feature_106 (mu = -0.1191)  |
| 49    | feature_1754 (mu = -0.0604) | feature_1104 (mu = 0.0549)  | feature_255 (mu = 0.0576)   | feature_344 (mu = -0.0604)  | feature_1131 (mu = 0.1271)  | feature_676 (mu = 0.1494)   | feature_1080 (mu = 0.1826)  | feature_1441 (mu = -0.0625) | feature_1676 (mu = 0.0776)  | feature_253 (mu = 0.0842)   | feature_248 (mu = 0.0958)   | feature_1396 (mu = -0.1186) |
| 50    | feature_501 (mu = -0.0602)  | feature_1551 (mu = 0.0549)  | feature_635 (mu = -0.0575)  | feature_1633 (mu = 0.0602)  | feature_426 (mu = 0.1266)   | feature_1568 (mu = 0.1488)  | feature_574 (mu = -0.1816)  | feature_1101 (mu = 0.0623)  | feature_766 (mu = -0.0775)  | feature_18 (mu = -0.0835)   | feature_569 (mu = 0.0955)   | feature_1087 (mu = -0.1175) |
| 51    | feature_1209 (mu = 0.0602)  | feature_1058 (mu = 0.0547)  | feature_271 (mu = 0.0573)   | feature_854 (mu = 0.0598)   | feature_939 (mu = -0.1258)  | feature_1629 (mu = 0.1483)  | feature_1566 (mu = -0.1815) | feature_1390 (mu = 0.0619)  | feature_996 (mu = -0.0764)  | feature_1009 (mu = -0.0833) | feature_1791 (mu = -0.0946) | feature_527 (mu = -0.1162)  |
| 52    | feature_43 (mu = -0.0601)   | feature_1994 (mu = 0.0546)  | feature_920 (mu = -0.0564)  | feature_1716 (mu = 0.0597)  | feature_332 (mu = -0.1254)  | feature_277 (mu = -0.1462)  | feature_1067 (mu = -0.1801) | feature_736 (mu = 0.0617)   | feature_1094 (mu = -0.0758) | feature_939 (mu = 0.0831)   | feature_263 (mu = -0.0944)  | feature_862 (mu = 0.1159)   |
| 53    | feature_549 (mu = -0.0599)  | feature_1629 (mu = -0.0543) | feature_421 (mu = 0.0561)   | feature_1441 (mu = -0.0586) | feature_507 (mu = -0.1242)  | feature_1598 (mu = -0.1457) | feature_1781 (mu = -0.1771) | feature_139 (mu = -0.0617)  | feature_1858 (mu = -0.0758) | feature_1283 (mu = 0.0830)  | feature_1905 (mu = -0.0929) | feature_916 (mu = -0.1150)  |
| 54    | feature_1950 (mu = 0.0594)  | feature_1684 (mu = 0.0541)  | feature_1673 (mu = -0.0561) | feature_302 (mu = -0.0577)  | feature_722 (mu = 0.1241)   | feature_1245 (mu = -0.1449) | feature_507 (mu = -0.1761)  | feature_161 (mu = 0.0611)   | feature_825 (mu = 0.0755)   | feature_775 (mu = 0.0823)   | feature_1493 (mu = 0.0924)  | feature_1264 (mu = 0.1148)  |
| 55    | feature_91 (mu = 0.0593)    | feature_1084 (mu = -0.0539) | feature_1071 (mu = 0.0560)  | feature_1175 (mu = 0.0575)  | feature_810 (mu = 0.1239)   | feature_363 (mu = -0.1447)  | feature_394 (mu = -0.1757)  | feature_701 (mu = 0.0608)   | feature_1172 (mu = -0.0750) | feature_608 (mu = 0.0822)   | feature_1295 (mu = -0.0921) | feature_1132 (mu = 0.1148)  |
| 56    | feature_1603 (mu = -0.0590) | feature_984 (mu = 0.0539)   | feature_534 (mu = 0.0560)   | feature_473 (mu = -0.0570)  | feature_1757 (mu = -0.1238) | feature_442 (mu = 0.1444)   | feature_1920 (mu = 0.1756)  | feature_1437 (mu = -0.0608) | feature_1087 (mu = 0.0749)  | feature_1039 (mu = -0.0817) | feature_1283 (mu = -0.0918) | feature_1907 (mu = -0.1144) |
| 57    | feature_940 (mu = -0.0589)  | feature_1100 (mu = 0.0538)  | feature_1632 (mu = -0.0560) | feature_1845 (mu = 0.0568)  | feature_1781 (mu = -0.1232) | feature_321 (mu = -0.1435)  | feature_200 (mu = -0.1746)  | feature_825 (mu = -0.0608)  | feature_1129 (mu = -0.0744) | feature_446 (mu = -0.0814)  | feature_1863 (mu = -0.0917) | feature_609 (mu = 0.1142)   |
| 58    | feature_400 (mu = 0.0589)   | feature_1850 (mu = -0.0537) | feature_91 (mu = 0.0559)    | feature_464 (mu = 0.0568)   | feature_1097 (mu = 0.1228)  | feature_597 (mu = -0.1409)  | feature_591 (mu = -0.1745)  | feature_1826 (mu = -0.0607) | feature_667 (mu = 0.0743)   | feature_479 (mu = -0.0809)  | feature_144 (mu = -0.0916)  | feature_111 (mu = 0.1132)   |
| 59    | feature_1649 (mu = -0.0589) | feature_1184 (mu = -0.0533) | feature_645 (mu = 0.0556)   | feature_1140 (mu = -0.0568) | feature_1059 (mu = -0.1226) | feature_106 (mu = -0.1391)  | feature_521 (mu = -0.1745)  | feature_147 (mu = -0.0607)  | feature_1767 (mu = -0.0742) | feature_915 (mu = 0.0807)   | feature_507 (mu = -0.0913)  | feature_507 (mu = 0.1127)   |
| 60    | feature_649 (mu = -0.0586)  | feature_933 (mu = 0.0533)   | feature_1987 (mu = 0.0549)  | feature_1259 (mu = 0.0568)  | feature_1832 (mu = 0.1215)  | feature_25 (mu = -0.1379)   | feature_1371 (mu = 0.1732)  | feature_1081 (mu = 0.0602)  | feature_448 (mu = -0.0742)  | feature_161 (mu = 0.0804)   | feature_1417 (mu = -0.0911) | feature_144 (mu = 0.1124)   |
| 61    | feature_635 (mu = -0.0586)  | feature_1212 (mu = 0.0532)  | feature_667 (mu = -0.0548)  | feature_179 (mu = -0.0568)  | feature_160 (mu = 0.1215)   | feature_1746 (mu = 0.1378)  | feature_446 (mu = 0.1712)   | feature_799 (mu = 0.0599)   | feature_685 (mu = 0.0739)   | feature_1605 (mu = 0.0804)  | feature_1492 (mu = -0.0910) | feature_941 (mu = -0.1115)  |
| 62    | feature_271 (mu = 0.0579)   | feature_72 (mu = 0.0528)    | feature_1678 (mu = -0.0546) | feature_760 (mu = 0.0566)   | feature_1912 (mu = 0.1214)  | feature_933 (mu = -0.1378)  | feature_153 (mu = -0.1706)  | feature_1946 (mu = -0.0599) | feature_1875 (mu = 0.0739)  | feature_426 (mu = -0.0804)  | feature_1044 (mu = -0.0910) | feature_1375 (mu = 0.1109)  |
| 63    | feature_445 (mu = -0.0574)  | feature_54 (mu = -0.0527)   | feature_229 (mu = 0.0542)   | feature_1723 (mu = -0.0566) | feature_1929 (mu = 0.1213)  | feature_1939 (mu = 0.1375)  | feature_1297 (mu = -0.1698) | feature_461 (mu = -0.0598)  | feature_1703 (mu = -0.0737) | feature_1784 (mu = -0.0798) | feature_1339 (mu = 0.0908)  | feature_1093 (mu = -0.1108) |
| 64    | feature_1226 (mu = 0.0574)  | feature_957 (mu = 0.0526)   | feature_1808 (mu = -0.0539) | feature_786 (mu = 0.0564)   | feature_463 (mu = 0.1203)   | feature_173 (mu = 0.1366)   | feature_1950 (mu = -0.1696) | feature_1396 (mu = -0.0594) | feature_1975 (mu = -0.0736) | feature_507 (mu = 0.0798)   | feature_916 (mu = 0.0903)   | feature_888 (mu = 0.1103)   |
| 65    | feature_1816 (mu = -0.0573) | feature_907 (mu = 0.0524)   | feature_650 (mu = -0.0537)  | feature_1952 (mu = -0.0564) | feature_1852 (mu = -0.1196) | feature_1210 (mu = 0.1339)  | feature_1721 (mu = -0.1688) | feature_372 (mu = 0.0594)   | feature_306 (mu = 0.0728)   | feature_461 (mu = -0.0792)  | feature_721 (mu = -0.0902)  | feature_1776 (mu = -0.1095) |
| 66    | feature_719 (mu = -0.0572)  | feature_971 (mu = -0.0524)  | feature_1030 (mu = -0.0535) | feature_1761 (mu = 0.0564)  | feature_253 (mu = -0.1185)  | feature_1226 (mu = 0.1338)  | feature_862 (mu = -0.1686)  | feature_1723 (mu = -0.0589) | feature_1721 (mu = -0.0727) | feature_1721 (mu = 0.0787)  | feature_212 (mu = -0.0900)  | feature_1380 (mu = -0.1094) |
| 67    | feature_1089 (mu = -0.0571) | feature_1379 (mu = 0.0523)  | feature_420 (mu = 0.0534)   | feature_1101 (mu = 0.0562)  | feature_25 (mu = 0.1184)    | feature_1141 (mu = -0.1330) | feature_1330 (mu = -0.1685) | feature_1284 (mu = 0.0588)  | feature_1624 (mu = -0.0725) | feature_1293 (mu = -0.0785) | feature_485 (mu = 0.0896)   | feature_521 (mu = 0.1093)   |
| 68    | feature_279 (mu = 0.0570)   | feature_1702 (mu = 0.0516)  | feature_1546 (mu = -0.0531) | feature_548 (mu = 0.0561)   | feature_1264 (mu = -0.1182) | feature_888 (mu = 0.1330)   | feature_827 (mu = -0.1683)  | feature_1932 (mu = -0.0587) | feature_1203 (mu = -0.0724) | feature_1929 (mu = -0.0785) | feature_448 (mu = -0.0895)  | feature_728 (mu = 0.1081)   |
| 69    | feature_1693 (mu = -0.0568) | feature_144 (mu = -0.0514)  | feature_1081 (mu = 0.0530)  | feature_1258 (mu = -0.0560) | feature_337 (mu = -0.1181)  | feature_786 (mu = -0.1330)  | feature_551 (mu = 0.1683)   | feature_1310 (mu = 0.0587)  | feature_1879 (mu = -0.0723) | feature_151 (mu = 0.0782)   | feature_250 (mu = -0.0890)  | feature_1808 (mu = -0.1081) |
| 70    | feature_1568 (mu = 0.0566)  | feature_221 (mu = 0.0511)   | feature_1487 (mu = -0.0530) | feature_898 (mu = 0.0557)   | feature_1420 (mu = 0.1181)  | feature_1837 (mu = -0.1326) | feature_1203 (mu = -0.1677) | feature_462 (mu = -0.0583)  | feature_1596 (mu = 0.0723)  | feature_1808 (mu = -0.0781) | feature_1787 (mu = 0.0886)  | feature_1209 (mu = 0.1079)  |
| 71    | feature_1416 (mu = -0.0564) | feature_516 (mu = -0.0507)  | feature_1216 (mu = -0.0530) | feature_232 (mu = 0.0557)   | feature_417 (mu = -0.1180)  | feature_745 (mu = -0.1319)  | feature_944 (mu = -0.1673)  | feature_575 (mu = 0.0581)   | feature_1549 (mu = 0.0722)  | feature_94 (mu = 0.0780)    | feature_1073 (mu = -0.0885) | feature_1632 (mu = -0.1078) |
| 72    | feature_775 (mu = -0.0563)  | feature_1972 (mu = -0.0505) | feature_1283 (mu = 0.0529)  | feature_1268 (mu = 0.0557)  | feature_1787 (mu = 0.1175)  | feature_1965 (mu = 0.1318)  | feature_195 (mu = -0.1661)  | feature_1716 (mu = 0.0580)  | feature_1059 (mu = -0.0720) | feature_200 (mu = 0.0778)   | feature_1226 (mu = -0.0883) | feature_1039 (mu = -0.1072) |
| 73    | feature_440 (mu = 0.0563)   | feature_1341 (mu = -0.0503) | feature_1141 (mu = -0.0528) | feature_825 (mu = -0.0556)  | feature_1632 (mu = 0.1175)  | feature_1332 (mu = -0.1317) | feature_1398 (mu = -0.1660) | feature_770 (mu = -0.0579)  | feature_775 (mu = -0.0712)  | feature_463 (mu = -0.0775)  | feature_1137 (mu = -0.0875) | feature_1135 (mu = 0.1070)  |
| 74    | feature_1855 (mu = -0.0562) | feature_1088 (mu = -0.0500) | feature_48 (mu = 0.0528)    | feature_249 (mu = -0.0555)  | feature_348 (mu = 0.1168)   | feature_1535 (mu = -0.1314) | feature_352 (mu = 0.1658)   | feature_28 (mu = 0.0579)    | feature_425 (mu = -0.0712)  | feature_1441 (mu = -0.0772) | feature_1037 (mu = 0.0870)  | feature_1454 (mu = 0.1067)  |
| 75    | feature_485 (mu = -0.0562)  | feature_526 (mu = 0.0498)   | feature_1556 (mu = -0.0527) | feature_1059 (mu = 0.0554)  | feature_321 (mu = 0.1159)   | feature_1398 (mu = 0.1308)  | feature_1021 (mu = -0.1645) | feature_1106 (mu = -0.0577) | feature_352 (mu = 0.0711)   | feature_1234 (mu = 0.0771)  | feature_1632 (mu = 0.0865)  | feature_645 (mu = 0.1067)   |
| 76    | feature_942 (mu = -0.0558)  | feature_1978 (mu = -0.0497) | feature_436 (mu = -0.0526)  | feature_926 (mu = -0.0553)  | feature_310 (mu = 0.1157)   | feature_1680 (mu = -0.1302) | feature_1490 (mu = -0.1644) | feature_562 (mu = -0.0577)  | feature_1902 (mu = 0.0709)  | feature_348 (mu = -0.0766)  | feature_1515 (mu = -0.0865) | feature_321 (mu = -0.1061)  |
| 77    | feature_1614 (mu = 0.0558)  | feature_577 (mu = 0.0496)   | feature_1932 (mu = -0.0525) | feature_5 (mu = -0.0551)    | feature_728 (mu = -0.1153)  | feature_339 (mu = 0.1301)   | feature_545 (mu = 0.1643)   | feature_915 (mu = 0.0576)   | feature_200 (mu = -0.0709)  | feature_922 (mu = -0.0766)  | feature_1702 (mu = 0.0864)  | feature_909 (mu = 0.1047)   |
| 78    | feature_111 (mu = 0.0557)   | feature_260 (mu = -0.0496)  | feature_1566 (mu = 0.0524)  | feature_270 (mu = 0.0551)   | feature_1330 (mu = -0.1148) | feature_637 (mu = 0.1298)   | feature_1492 (mu = -0.1638) | feature_45 (mu = -0.0576)   | feature_1305 (mu = 0.0708)  | feature_1363 (mu = -0.0765) | feature_1776 (mu = 0.0862)  | feature_420 (mu = 0.1046)   |
| 79    | feature_1739 (mu = -0.0557) | feature_1118 (mu = 0.0495)  | feature_939 (mu = 0.0523)   | feature_722 (mu = -0.0549)  | feature_1721 (mu = -0.1148) | feature_1385 (mu = 0.1297)  | feature_482 (mu = 0.1635)   | feature_1740 (mu = -0.0575) | feature_569 (mu = 0.0707)   | feature_562 (mu = -0.0762)  | feature_858 (mu = -0.0861)  | feature_1717 (mu = 0.1043)  |
| 80    | feature_1205 (mu = 0.0554)  | feature_106 (mu = 0.0495)   | feature_1741 (mu = -0.0522) | feature_1093 (mu = -0.0549) | feature_446 (mu = 0.1148)   | feature_920 (mu = -0.1294)  | feature_916 (mu = 0.1633)   | feature_463 (mu = -0.0575)  | feature_25 (mu = 0.0705)    | feature_302 (mu = -0.0761)  | feature_540 (mu = 0.0861)   | feature_212 (mu = 0.1043)   |
| 81    | feature_1036 (mu = -0.0553) | feature_1488 (mu = -0.0494) | feature_1939 (mu = 0.0520)  | feature_875 (mu = -0.0548)  | feature_1039 (mu = 0.1147)  | feature_1165 (mu = -0.1293) | feature_420 (mu = -0.1633)  | feature_647 (mu = 0.0574)   | feature_1832 (mu = 0.0704)  | feature_1360 (mu = 0.0760)  | feature_1321 (mu = -0.0857) | feature_279 (mu = 0.1043)   |
| 82    | feature_1685 (mu = 0.0549)  | feature_398 (mu = 0.0492)   | feature_1946 (mu = -0.0519) | feature_536 (mu = -0.0547)  | feature_645 (mu = -0.1145)  | feature_260 (mu = 0.1290)   | feature_1264 (mu = -0.1628) | feature_1552 (mu = -0.0574) | feature_1333 (mu = -0.0703) | feature_1826 (mu = -0.0757) | feature_517 (mu = -0.0851)  | feature_426 (mu = -0.1042)  |
| 83    | feature_515 (mu = -0.0546)  | feature_1112 (mu = -0.0492) | feature_1605 (mu = 0.0519)  | feature_1067 (mu = -0.0547) | feature_775 (mu = -0.1142)  | feature_463 (mu = -0.1289)  | feature_1158 (mu = 0.1627)  | feature_1941 (mu = 0.0568)  | feature_1371 (mu = 0.0701)  | feature_1101 (mu = 0.0751)  | feature_1118 (mu = 0.0849)  | feature_1858 (mu = 0.1041)  |
| 84    | feature_937 (mu = -0.0541)  | feature_827 (mu = -0.0490)  | feature_1201 (mu = 0.0518)  | feature_1626 (mu = 0.0546)  | feature_926 (mu = 0.1142)   | feature_1354 (mu = -0.1287) | feature_1808 (mu = 0.1625)  | feature_1562 (mu = -0.0567) | feature_97 (mu = -0.0700)   | feature_1268 (mu = 0.0751)  | feature_735 (mu = -0.0844)  | feature_662 (mu = 0.1039)   |
| 85    | feature_1231 (mu = 0.0540)  | feature_1832 (mu = 0.0488)  | feature_1664 (mu = -0.0518) | feature_1009 (mu = -0.0545) | feature_1682 (mu = 0.1140)  | feature_1987 (mu = 0.1287)  | feature_1172 (mu = -0.1623) | feature_709 (mu = -0.0567)  | feature_1756 (mu = -0.0700) | feature_1632 (mu = -0.0750) | feature_74 (mu = 0.0843)    | feature_1780 (mu = 0.1035)  |
| 86    | feature_731 (mu = -0.0539)  | feature_1750 (mu = -0.0485) | feature_764 (mu = -0.0518)  | feature_570 (mu = -0.0545)  | feature_1394 (mu = 0.1134)  | feature_914 (mu = -0.1279)  | feature_1634 (mu = -0.1622) | feature_641 (mu = 0.0566)   | feature_1030 (mu = 0.0699)  | feature_276 (mu = -0.0748)  | feature_304 (mu = -0.0842)  | feature_441 (mu = 0.1026)   |
| 87    | feature_375 (mu = 0.0537)   | feature_1667 (mu = -0.0485) | feature_1768 (mu = -0.0512) | feature_1554 (mu = -0.0543) | feature_1101 (mu = -0.1132) | feature_72 (mu = -0.1274)   | feature_1168 (mu = -0.1617) | feature_1258 (mu = -0.0566) | feature_321 (mu = 0.0695)   | feature_1259 (mu = 0.0748)  | feature_1065 (mu = 0.0836)  | feature_1761 (mu = 0.1024)  |
| 88    | feature_712 (mu = -0.0536)  | feature_863 (mu = 0.0483)   | feature_321 (mu = -0.0510)  | feature_1580 (mu = 0.0542)  | feature_1419 (mu = -0.1130) | feature_1401 (mu = 0.1269)  | feature_1624 (mu = -0.1617) | feature_1126 (mu = -0.0565) | feature_1355 (mu = 0.0694)  | feature_887 (mu = 0.0744)   | feature_438 (mu = -0.0835)  | feature_1763 (mu = 0.1021)  |
| 89    | None                        | feature_1380 (mu = 0.0483)  | feature_1993 (mu = -0.0510) | feature_31 (mu = 0.0542)    | feature_1940 (mu = 0.1116)  | feature_1840 (mu = 0.1267)  | feature_1902 (mu = 0.1614)  | feature_1131 (mu = -0.0565) | feature_248 (mu = 0.0693)   | feature_280 (mu = 0.0741)   | feature_1990 (mu = -0.0835) | feature_1173 (mu = -0.1018) |
| 90    | None                        | feature_1671 (mu = -0.0483) | feature_1023 (mu = 0.0508)  | feature_747 (mu = 0.0542)   | feature_1752 (mu = -0.1115) | feature_1416 (mu = -0.1267) | feature_1311 (mu = -0.1610) | feature_476 (mu = -0.0563)  | feature_1145 (mu = 0.0692)  | feature_1975 (mu = 0.0741)  | feature_675 (mu = 0.0834)   | feature_1367 (mu = -0.1018) |
| 91    | None                        | feature_335 (mu = 0.0481)   | feature_1271 (mu = 0.0505)  | feature_1875 (mu = -0.0539) | feature_165 (mu = -0.1113)  | feature_398 (mu = -0.1264)  | feature_1975 (mu = -0.1601) | feature_1087 (mu = -0.0562) | feature_1105 (mu = 0.0691)  | feature_408 (mu = -0.0740)  | feature_151 (mu = -0.0830)  | feature_1894 (mu = -0.1017) |
| 92    | None                        | feature_1965 (mu = -0.0480) | feature_825 (mu = -0.0503)  | feature_859 (mu = 0.0536)   | feature_780 (mu = -0.1105)  | feature_1750 (mu = 0.1262)  | feature_1385 (mu = -0.1600) | feature_1039 (mu = -0.0562) | feature_810 (mu = 0.0689)   | feature_1872 (mu = 0.0738)  | feature_1123 (mu = -0.0829) | feature_1439 (mu = 0.1016)  |
| 93    | None                        | feature_1065 (mu = 0.0479)  | feature_1409 (mu = -0.0502) | feature_11 (mu = 0.0534)    | feature_551 (mu = 0.1103)   | feature_1499 (mu = -0.1259) | feature_1852 (mu = -0.1597) | feature_1097 (mu = -0.0561) | feature_49 (mu = 0.0689)    | feature_1264 (mu = 0.0735)  | feature_388 (mu = -0.0825)  | feature_311 (mu = 0.1012)   |
| 94    | None                        | feature_1137 (mu = -0.0478) | feature_697 (mu = -0.0500)  | feature_1672 (mu = 0.0534)  | feature_31 (mu = -0.1092)   | feature_1380 (mu = -0.1253) | feature_954 (mu = 0.1594)   | feature_73 (mu = -0.0560)   | feature_1367 (mu = 0.0688)  | feature_394 (mu = 0.0733)   | feature_1032 (mu = 0.0824)  | feature_1321 (mu = 0.1007)  |
| 95    | None                        | feature_1406 (mu = 0.0477)  | feature_218 (mu = 0.0500)   | feature_1945 (mu = 0.0532)  | feature_462 (mu = 0.1091)   | feature_1493 (mu = -0.1248) | feature_829 (mu = 0.1583)   | feature_1794 (mu = 0.0560)  | feature_1551 (mu = 0.0685)  | feature_165 (mu = 0.0733)   | feature_1105 (mu = 0.0824)  | feature_641 (mu = 0.1004)   |
| 96    | None                        | feature_1689 (mu = 0.0477)  | feature_463 (mu = -0.0499)  | feature_620 (mu = -0.0529)  | feature_408 (mu = 0.1090)   | feature_1729 (mu = -0.1245) | feature_1881 (mu = 0.1569)  | feature_1212 (mu = -0.0559) | feature_1706 (mu = -0.0682) | feature_1398 (mu = 0.0730)  | feature_1439 (mu = -0.0823) | feature_1920 (mu = -0.1003) |
| 97    | None                        | feature_673 (mu = -0.0476)  | feature_1619 (mu = -0.0496) | feature_1905 (mu = 0.0529)  | feature_1366 (mu = 0.1086)  | feature_1776 (mu = -0.1243) | feature_72 (mu = 0.1569)    | feature_507 (mu = 0.0558)   | feature_420 (mu = -0.0680)  | feature_898 (mu = 0.0728)   | feature_909 (mu = -0.0823)  | feature_248 (mu = -0.1000)  |
| 98    | None                        | feature_1333 (mu = -0.0473) | feature_1106 (mu = -0.0496) | feature_1953 (mu = 0.0528)  | feature_248 (mu = 0.1085)   | feature_1770 (mu = -0.1240) | feature_537 (mu = 0.1568)   | feature_634 (mu = -0.0557)  | feature_1574 (mu = 0.0678)  | feature_1552 (mu = -0.0725) | feature_605 (mu = -0.0822)  | feature_1153 (mu = 0.0999)  |
| 99    | None                        | None                        | feature_1644 (mu = -0.0496) | feature_1779 (mu = 0.0521)  | feature_1665 (mu = -0.1083) | feature_1064 (mu = -0.1228) | feature_1138 (mu = -0.1560) | feature_232 (mu = 0.0557)   | feature_1104 (mu = 0.0677)  | feature_42 (mu = -0.0724)   | feature_161 (mu = -0.0822)  | feature_1309 (mu = -0.0999) |
| 100   | None                        | None                        | feature_1874 (mu = 0.0495)  | feature_1439 (mu = 0.0521)  | feature_0 (mu = 0.1083)     | feature_1624 (mu = 0.1228)  | feature_1258 (mu = 0.1560)  | feature_1107 (mu = -0.0555) | feature_1398 (mu = -0.0676) | feature_589 (mu = -0.0724)  | feature_106 (mu = 0.0821)   | feature_1081 (mu = 0.0998)  |
| 101   | None                        | None                        | feature_1391 (mu = 0.0495)  | feature_1324 (mu = 0.0520)  | feature_557 (mu = 0.1080)   | feature_1105 (mu = -0.1219) | feature_1706 (mu = -0.1560) | feature_1023 (mu = 0.0552)  | feature_153 (mu = -0.0676)  | feature_1998 (mu = 0.0724)  | feature_1591 (mu = 0.0821)  | feature_1939 (mu = 0.0997)  |
| 102   | None                        | None                        | feature_1714 (mu = 0.0494)  | feature_816 (mu = 0.0520)   | feature_521 (mu = -0.1080)  | feature_54 (mu = 0.1210)    | feature_578 (mu = 0.1555)   | feature_68 (mu = -0.0551)   | feature_482 (mu = 0.0675)   | feature_31 (mu = 0.0720)    | feature_1330 (mu = -0.0821) | feature_1701 (mu = 0.0993)  |
| 103   | None                        | None                        | feature_1562 (mu = -0.0492) | feature_661 (mu = 0.0519)   | feature_1547 (mu = 0.1066)  | feature_909 (mu = 0.1210)   | feature_1104 (mu = 0.1552)  | feature_697 (mu = -0.0551)  | feature_250 (mu = -0.0675)  | feature_333 (mu = 0.0718)   | feature_1761 (mu = -0.0819) | feature_1293 (mu = -0.0989) |
| 104   | None                        | None                        | feature_302 (mu = -0.0492)  | feature_666 (mu = -0.0519)  | feature_913 (mu = -0.1065)  | feature_205 (mu = -0.1208)  | feature_1832 (mu = 0.1550)  | feature_764 (mu = -0.0550)  | feature_1780 (mu = -0.0670) | feature_810 (mu = -0.0717)  | feature_394 (mu = -0.0813)  | feature_1931 (mu = 0.0984)  |
| 105   | None                        | None                        | feature_1408 (mu = 0.0491)  | feature_1013 (mu = 0.0516)  | feature_1396 (mu = 0.1065)  | feature_375 (mu = 0.1201)   | feature_11 (mu = 0.1548)    | feature_426 (mu = -0.0548)  | feature_271 (mu = -0.0670)  | feature_548 (mu = 0.0714)   | feature_1264 (mu = -0.0812) | feature_453 (mu = -0.0983)  |
| 106   | None                        | None                        | None                        | feature_545 (mu = 0.0515)   | feature_151 (mu = -0.1063)  | feature_1306 (mu = -0.1200) | feature_158 (mu = 0.1547)   | feature_1259 (mu = 0.0544)  | feature_1566 (mu = -0.0670) | feature_1172 (mu = 0.0712)  | feature_1641 (mu = 0.0812)  | feature_1960 (mu = -0.0982) |
| 107   | None                        | None                        | None                        | feature_332 (mu = 0.0513)   | feature_1198 (mu = -0.1060) | feature_971 (mu = 0.1192)   | feature_360 (mu = -0.1546)  | feature_1163 (mu = -0.0542) | feature_663 (mu = 0.0668)   | feature_1547 (mu = -0.0710) | feature_1039 (mu = 0.0809)  | feature_1566 (mu = 0.0980)  |
| 108   | None                        | None                        | None                        | feature_1416 (mu = 0.0512)  | feature_922 (mu = 0.1056)   | feature_1863 (mu = 0.1189)  | feature_922 (mu = 0.1543)   | feature_0 (mu = -0.0542)    | feature_1608 (mu = -0.0665) | feature_1858 (mu = 0.0709)  | feature_592 (mu = 0.0806)   | feature_825 (mu = -0.0980)  |
| 109   | None                        | None                        | None                        | feature_1271 (mu = -0.0512) | feature_870 (mu = 0.1056)   | feature_41 (mu = -0.1186)   | feature_321 (mu = 0.1540)   | feature_255 (mu = 0.0537)   | feature_1394 (mu = 0.0665)  | feature_1093 (mu = -0.0709) | feature_1894 (mu = 0.0805)  | feature_1284 (mu = 0.0979)  |
| 110   | None                        | None                        | None                        | feature_1864 (mu = 0.0508)  | feature_476 (mu = 0.1055)   | feature_942 (mu = -0.1185)  | feature_42 (mu = 0.1535)    | feature_851 (mu = 0.0537)   | feature_1638 (mu = -0.0665) | feature_1438 (mu = -0.0707) | feature_1565 (mu = 0.0804)  | feature_1339 (mu = -0.0976) |
| 111   | None                        | None                        | None                        | feature_126 (mu = 0.0505)   | feature_1324 (mu = -0.1055) | feature_1984 (mu = 0.1185)  | feature_1946 (mu = 0.1531)  | feature_313 (mu = -0.0536)  | feature_1286 (mu = -0.0664) | feature_454 (mu = -0.0703)  | feature_191 (mu = 0.0803)   | feature_1268 (mu = 0.0975)  |
| 112   | None                        | None                        | None                        | feature_1444 (mu = 0.0503)  | feature_548 (mu = -0.1055)  | feature_673 (mu = 0.1183)   | feature_1305 (mu = 0.1528)  | feature_880 (mu = -0.0535)  | feature_829 (mu = 0.0663)   | feature_1182 (mu = 0.0701)  | feature_1198 (mu = -0.0800) | feature_151 (mu = 0.0974)   |
| 113   | None                        | None                        | None                        | feature_1095 (mu = 0.0502)  | feature_144 (mu = -0.1054)  | feature_261 (mu = 0.1179)   | feature_106 (mu = 0.1527)   | feature_1487 (mu = -0.0535) | feature_180 (mu = -0.0659)  | feature_1106 (mu = -0.0701) | feature_114 (mu = 0.0800)   | feature_501 (mu = -0.0972)  |
| 114   | None                        | None                        | None                        | feature_1787 (mu = -0.0500) | feature_1009 (mu = 0.1053)  | feature_1330 (mu = 0.1173)  | feature_1755 (mu = 0.1527)  | feature_1765 (mu = 0.0535)  | feature_615 (mu = 0.0658)   | feature_1530 (mu = -0.0701) | feature_1717 (mu = -0.0794) | feature_1487 (mu = -0.0970) |
| 115   | None                        | None                        | None                        | feature_1890 (mu = -0.0500) | feature_506 (mu = 0.1052)   | feature_922 (mu = -0.1172)  | feature_1885 (mu = 0.1512)  | None                        | feature_1065 (mu = 0.0657)  | feature_527 (mu = -0.0699)  | feature_1267 (mu = 0.0793)  | feature_363 (mu = -0.0970)  |
| 116   | None                        | None                        | None                        | feature_761 (mu = -0.0499)  | feature_1575 (mu = 0.1050)  | feature_1135 (mu = 0.1171)  | feature_460 (mu = -0.1511)  | None                        | feature_496 (mu = -0.0657)  | feature_1203 (mu = 0.0699)  | feature_1309 (mu = 0.0791)  | feature_1234 (mu = 0.0967)  |
| 117   | None                        | None                        | None                        | feature_293 (mu = 0.0499)   | feature_827 (mu = -0.1043)  | feature_341 (mu = -0.1168)  | feature_939 (mu = -0.1510)  | None                        | feature_1067 (mu = -0.0657) | feature_886 (mu = 0.0698)   | feature_1187 (mu = -0.0789) | feature_1530 (mu = -0.0964) |
| 118   | None                        | None                        | None                        | feature_376 (mu = -0.0498)  | feature_96 (mu = 0.1037)    | feature_1351 (mu = -0.1166) | feature_205 (mu = 0.1510)   | None                        | feature_212 (mu = -0.0656)  | feature_914 (mu = 0.0698)   | feature_910 (mu = -0.0786)  | feature_776 (mu = -0.0959)  |
| 119   | None                        | None                        | None                        | None                        | feature_147 (mu = 0.1034)   | feature_400 (mu = 0.1163)   | feature_1396 (mu = 0.1507)  | None                        | feature_285 (mu = -0.0654)  | feature_641 (mu = 0.0697)   | feature_1916 (mu = -0.0785) | feature_722 (mu = -0.0959)  |
| 120   | None                        | None                        | None                        | None                        | feature_887 (mu = -0.1029)  | feature_1487 (mu = -0.1162) | feature_1596 (mu = 0.1504)  | None                        | feature_42 (mu = 0.0654)    | feature_337 (mu = 0.0693)   | feature_463 (mu = 0.0785)   | feature_1229 (mu = -0.0955) |
| 121   | None                        | None                        | None                        | None                        | feature_915 (mu = -0.1026)  | feature_921 (mu = 0.1161)   | feature_1121 (mu = -0.1493) | None                        | feature_1310 (mu = -0.0653) | feature_376 (mu = -0.0693)  | feature_168 (mu = 0.0784)   | feature_0 (mu = -0.0955)    |
| 122   | None                        | None                        | None                        | None                        | feature_495 (mu = -0.1025)  | feature_1567 (mu = 0.1161)  | feature_212 (mu = -0.1491)  | None                        | feature_106 (mu = 0.0653)   | feature_561 (mu = -0.0692)  | feature_889 (mu = 0.0784)   | feature_197 (mu = 0.0952)   |
| 123   | None                        | None                        | None                        | None                        | feature_1158 (mu = 0.1024)  | feature_1519 (mu = -0.1149) | feature_1209 (mu = -0.1485) | None                        | feature_722 (mu = 0.0652)   | feature_1295 (mu = 0.0687)  | feature_147 (mu = 0.0782)   | feature_721 (mu = 0.0947)   |
| 124   | None                        | None                        | None                        | None                        | feature_1046 (mu = 0.1024)  | feature_1919 (mu = -0.1145) | feature_694 (mu = -0.1484)  | None                        | feature_1950 (mu = -0.0652) | feature_298 (mu = -0.0687)  | feature_741 (mu = -0.0782)  | feature_1737 (mu = 0.0947)  |
| 125   | None                        | None                        | None                        | None                        | feature_1398 (mu = -0.1019) | feature_394 (mu = 0.1141)   | feature_310 (mu = 0.1478)   | None                        | feature_1787 (mu = 0.0652)  | feature_1487 (mu = -0.0686) | feature_1397 (mu = 0.0778)  | feature_1210 (mu = 0.0945)  |
| 126   | None                        | None                        | None                        | None                        | feature_1920 (mu = 0.1018)  | feature_808 (mu = -0.1141)  | feature_1210 (mu = -0.1469) | None                        | feature_462 (mu = 0.0651)   | feature_551 (mu = -0.0682)  | feature_1292 (mu = -0.0777) | feature_1105 (mu = -0.0944) |
| 127   | None                        | None                        | None                        | None                        | feature_1765 (mu = -0.1013) | feature_994 (mu = -0.1140)  | feature_887 (mu = -0.1465)  | None                        | feature_631 (mu = -0.0651)  | feature_1437 (mu = -0.0681) | feature_1193 (mu = 0.0777)  | feature_1295 (mu = 0.0943)  |
| 128   | None                        | None                        | None                        | None                        | feature_280 (mu = -0.1012)  | feature_996 (mu = 0.1139)   | feature_381 (mu = 0.1465)   | None                        | feature_703 (mu = 0.0650)   | feature_1097 (mu = -0.0681) | None                        | feature_1106 (mu = -0.0942) |
| 129   | None                        | None                        | None                        | None                        | feature_1102 (mu = 0.1004)  | feature_1277 (mu = -0.1137) | feature_561 (mu = 0.1464)   | None                        | feature_591 (mu = -0.0646)  | feature_665 (mu = -0.0680)  | None                        | feature_1330 (mu = 0.0942)  |
| 130   | None                        | None                        | None                        | None                        | feature_255 (mu = -0.1001)  | feature_1910 (mu = 0.1137)  | feature_417 (mu = -0.1459)  | None                        | feature_954 (mu = 0.0644)   | feature_949 (mu = -0.0679)  | None                        | feature_373 (mu = -0.0942)  |
| 131   | None                        | None                        | None                        | None                        | feature_569 (mu = 0.0999)   | None                        | feature_1652 (mu = 0.1456)  | None                        | feature_1261 (mu = -0.0644) | feature_1682 (mu = -0.0679) | None                        | feature_995 (mu = -0.0937)  |
| 132   | None                        | None                        | None                        | None                        | feature_1880 (mu = -0.0998) | None                        | feature_506 (mu = 0.1453)   | None                        | feature_181 (mu = -0.0644)  | feature_1871 (mu = 0.0677)  | None                        | feature_1216 (mu = -0.0935) |
| 133   | None                        | None                        | None                        | None                        | feature_1640 (mu = -0.0996) | None                        | feature_910 (mu = -0.1452)  | None                        | feature_1816 (mu = -0.0641) | feature_1780 (mu = 0.0675)  | None                        | feature_731 (mu = -0.0934)  |
| 134   | None                        | None                        | None                        | None                        | feature_1702 (mu = 0.0995)  | None                        | feature_496 (mu = -0.1451)  | None                        | feature_1089 (mu = -0.0640) | feature_1827 (mu = 0.0672)  | None                        | feature_304 (mu = 0.0934)   |
| 135   | None                        | None                        | None                        | None                        | feature_995 (mu = 0.0991)   | None                        | feature_1310 (mu = -0.1449) | None                        | feature_1821 (mu = -0.0637) | feature_1267 (mu = -0.0671) | None                        | feature_939 (mu = 0.0934)   |
| 136   | None                        | None                        | None                        | None                        | feature_1323 (mu = 0.0989)  | None                        | feature_665 (mu = 0.1447)   | None                        | feature_1920 (mu = 0.0635)  | feature_111 (mu = 0.0670)   | None                        | feature_694 (mu = 0.0933)   |
| 137   | None                        | None                        | None                        | None                        | feature_709 (mu = 0.0989)   | None                        | feature_165 (mu = -0.1441)  | None                        | feature_665 (mu = 0.0634)   | feature_360 (mu = 0.0669)   | None                        | feature_4 (mu = -0.0933)    |
| 138   | None                        | None                        | None                        | None                        | feature_1740 (mu = 0.0988)  | None                        | feature_284 (mu = -0.1438)  | None                        | None                        | feature_506 (mu = -0.0667)  | None                        | feature_474 (mu = -0.0932)  |
| 139   | None                        | None                        | None                        | None                        | feature_1858 (mu = -0.0988) | None                        | feature_996 (mu = -0.1438)  | None                        | None                        | feature_73 (mu = -0.0667)   | None                        | feature_1101 (mu = 0.0932)  |
| 140   | None                        | None                        | None                        | None                        | feature_1925 (mu = -0.0987) | None                        | feature_1787 (mu = 0.1436)  | None                        | None                        | feature_1189 (mu = 0.0666)  | None                        | feature_1490 (mu = 0.0930)  |
| 141   | None                        | None                        | None                        | None                        | feature_1808 (mu = 0.0987)  | None                        | feature_495 (mu = -0.1434)  | None                        | None                        | None                        | None                        | feature_1868 (mu = -0.0929) |
| 142   | None                        | None                        | None                        | None                        | feature_1045 (mu = -0.0982) | None                        | feature_641 (mu = -0.1434)  | None                        | None                        | None                        | None                        | feature_780 (mu = 0.0928)   |
| 143   | None                        | None                        | None                        | None                        | feature_1340 (mu = 0.0976)  | None                        | feature_1105 (mu = 0.1433)  | None                        | None                        | None                        | None                        | feature_460 (mu = 0.0923)   |
| 144   | None                        | None                        | None                        | None                        | feature_1375 (mu = -0.0976) | None                        | feature_425 (mu = -0.1430)  | None                        | None                        | None                        | None                        | feature_313 (mu = -0.0921)  |
| 145   | None                        | None                        | None                        | None                        | feature_302 (mu = 0.0976)   | None                        | feature_1638 (mu = -0.1427) | None                        | None                        | None                        | None                        | feature_302 (mu = -0.0918)  |
| 146   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1366 (mu = 0.1423)  | None                        | None                        | None                        | None                        | feature_1187 (mu = 0.0913)  |
| 147   | None                        | None                        | None                        | None                        | None                        | None                        | feature_70 (mu = 0.1421)    | None                        | None                        | None                        | None                        | None                        |
| 148   | None                        | None                        | None                        | None                        | None                        | None                        | feature_298 (mu = 0.1412)   | None                        | None                        | None                        | None                        | None                        |
| 149   | None                        | None                        | None                        | None                        | None                        | None                        | feature_534 (mu = -0.1410)  | None                        | None                        | None                        | None                        | None                        |
| 150   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1145 (mu = 0.1404)  | None                        | None                        | None                        | None                        | None                        |
| 151   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1089 (mu = -0.1402) | None                        | None                        | None                        | None                        | None                        |
| 152   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1644 (mu = 0.1398)  | None                        | None                        | None                        | None                        | None                        |
| 153   | None                        | None                        | None                        | None                        | None                        | None                        | feature_442 (mu = -0.1396)  | None                        | None                        | None                        | None                        | None                        |
| 154   | None                        | None                        | None                        | None                        | None                        | None                        | feature_24 (mu = -0.1393)   | None                        | None                        | None                        | None                        | None                        |
| 155   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1065 (mu = 0.1386)  | None                        | None                        | None                        | None                        | None                        |
| 156   | None                        | None                        | None                        | None                        | None                        | None                        | feature_884 (mu = -0.1386)  | None                        | None                        | None                        | None                        | None                        |
| 157   | None                        | None                        | None                        | None                        | None                        | None                        | feature_995 (mu = 0.1383)   | None                        | None                        | None                        | None                        | None                        |
| 158   | None                        | None                        | None                        | None                        | None                        | None                        | feature_557 (mu = 0.1379)   | None                        | None                        | None                        | None                        | None                        |
| 159   | None                        | None                        | None                        | None                        | None                        | None                        | feature_271 (mu = -0.1378)  | None                        | None                        | None                        | None                        | None                        |
| 160   | None                        | None                        | None                        | None                        | None                        | None                        | feature_449 (mu = 0.1377)   | None                        | None                        | None                        | None                        | None                        |
| 161   | None                        | None                        | None                        | None                        | None                        | None                        | feature_948 (mu = 0.1376)   | None                        | None                        | None                        | None                        | None                        |
| 162   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1078 (mu = 0.1376)  | None                        | None                        | None                        | None                        | None                        |
| 163   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1929 (mu = 0.1363)  | None                        | None                        | None                        | None                        | None                        |
| 164   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1046 (mu = 0.1363)  | None                        | None                        | None                        | None                        | None                        |
| 165   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1549 (mu = 0.1361)  | None                        | None                        | None                        | None                        | None                        |
| 166   | None                        | None                        | None                        | None                        | None                        | None                        | feature_150 (mu = -0.1357)  | None                        | None                        | None                        | None                        | None                        |
| 167   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1493 (mu = 0.1354)  | None                        | None                        | None                        | None                        | None                        |
| 168   | None                        | None                        | None                        | None                        | None                        | None                        | feature_287 (mu = -0.1351)  | None                        | None                        | None                        | None                        | None                        |
| 169   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1821 (mu = -0.1350) | None                        | None                        | None                        | None                        | None                        |


Regression results on training data (l2 penalty)
================================================

No data to display.

----------------------------------------------------------------------

   ------   ANALYSIS - Solution type: OUTLIER (STD_2.5)   ------   

## OUTLIER (STD_2.5) Solutions

Features identified as outliers based on standard deviation.

Coverage Metrics for outlier (STD_2.5)
======================================

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 240.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 225.000 |
| Recall                 | 1.000   |
| Precision              | 0.062   |
| F1_Score               | 0.118   |
| Jaccard                | 0.062   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.938   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.113   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 8.333   |

## Overview of discovered features for OUTLIER (STD_2.5) solutions:

 - 15 unique true support features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']


 - 240 discovered features:
   ['feature_0', 'feature_1009', 'feature_1046', 'feature_1051', 'feature_1059', 'feature_106', 'feature_1065', 'feature_1067', 'feature_1078', 'feature_1080', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_1091', 'feature_1097', 'feature_1112', 'feature_1118', 'feature_1126', 'feature_1131', 'feature_1132', 'feature_1136', 'feature_114', 'feature_1140', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1177', 'feature_1198', 'feature_12', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1212', 'feature_1234', 'feature_1245', 'feature_1258', 'feature_1264', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1307', 'feature_1310', 'feature_1323', 'feature_1324', 'feature_1330', 'feature_1332', 'feature_1338', 'feature_1358', 'feature_1360', 'feature_1363', 'feature_1367', 'feature_137', 'feature_1371', 'feature_1385', 'feature_1387', 'feature_1396', 'feature_1398', 'feature_1420', 'feature_1437', 'feature_1438', 'feature_1444', 'feature_1470', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1499', 'feature_1516', 'feature_1522', 'feature_153', 'feature_1545', 'feature_1547', 'feature_1549', 'feature_1556', 'feature_1566', 'feature_1568', 'feature_1575', 'feature_1580', 'feature_1584', 'feature_1598', 'feature_160', 'feature_1605', 'feature_161', 'feature_1627', 'feature_1629', 'feature_1634', 'feature_1638', 'feature_1644', 'feature_1667', 'feature_1676', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1702', 'feature_1703', 'feature_1714', 'feature_1721', 'feature_1744', 'feature_1746', 'feature_1757', 'feature_1767', 'feature_177', 'feature_1770', 'feature_178', 'feature_1780', 'feature_1781', 'feature_179', 'feature_18', 'feature_180', 'feature_1816', 'feature_1826', 'feature_1832', 'feature_1833', 'feature_1834', 'feature_1852', 'feature_1858', 'feature_1863', 'feature_187', 'feature_1875', 'feature_1881', 'feature_1907', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_1920', 'feature_1931', 'feature_1940', 'feature_1946', 'feature_1949', 'feature_195', 'feature_1950', 'feature_1975', 'feature_1984', 'feature_200', 'feature_205', 'feature_226', 'feature_25', 'feature_250', 'feature_253', 'feature_256', 'feature_265', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_280', 'feature_282', 'feature_284', 'feature_321', 'feature_325', 'feature_33', 'feature_330', 'feature_332', 'feature_339', 'feature_360', 'feature_363', 'feature_365', 'feature_373', 'feature_38', 'feature_394', 'feature_397', 'feature_398', 'feature_42', 'feature_420', 'feature_421', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_446', 'feature_448', 'feature_454', 'feature_461', 'feature_463', 'feature_464', 'feature_474', 'feature_479', 'feature_48', 'feature_5', 'feature_501', 'feature_507', 'feature_521', 'feature_527', 'feature_54', 'feature_545', 'feature_559', 'feature_569', 'feature_574', 'feature_578', 'feature_580', 'feature_591', 'feature_606', 'feature_609', 'feature_620', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_653', 'feature_673', 'feature_676', 'feature_709', 'feature_711', 'feature_72', 'feature_722', 'feature_724', 'feature_728', 'feature_741', 'feature_745', 'feature_751', 'feature_760', 'feature_775', 'feature_78', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_820', 'feature_825', 'feature_860', 'feature_862', 'feature_866', 'feature_877', 'feature_888', 'feature_899', 'feature_91', 'feature_914', 'feature_916', 'feature_922', 'feature_926', 'feature_939', 'feature_941', 'feature_977', 'feature_99', 'feature_999']

 - 0 missed true support features:
   []

 - 225 extra features found (not in true support):
   ['feature_0', 'feature_1009', 'feature_1046', 'feature_1059', 'feature_106', 'feature_1065', 'feature_1067', 'feature_1078', 'feature_1080', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_1091', 'feature_1097', 'feature_1112', 'feature_1118', 'feature_1126', 'feature_1131', 'feature_1132', 'feature_1136', 'feature_114', 'feature_1140', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1177', 'feature_1198', 'feature_12', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1212', 'feature_1234', 'feature_1245', 'feature_1258', 'feature_1264', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1310', 'feature_1323', 'feature_1324', 'feature_1330', 'feature_1332', 'feature_1338', 'feature_1358', 'feature_1360', 'feature_1363', 'feature_1367', 'feature_137', 'feature_1371', 'feature_1385', 'feature_1387', 'feature_1396', 'feature_1398', 'feature_1420', 'feature_1437', 'feature_1438', 'feature_1444', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1499', 'feature_1516', 'feature_153', 'feature_1547', 'feature_1549', 'feature_1556', 'feature_1566', 'feature_1568', 'feature_1575', 'feature_1580', 'feature_1584', 'feature_1598', 'feature_160', 'feature_1605', 'feature_161', 'feature_1627', 'feature_1629', 'feature_1634', 'feature_1638', 'feature_1644', 'feature_1667', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1702', 'feature_1703', 'feature_1714', 'feature_1721', 'feature_1744', 'feature_1746', 'feature_1757', 'feature_1767', 'feature_177', 'feature_1770', 'feature_1780', 'feature_1781', 'feature_179', 'feature_18', 'feature_180', 'feature_1816', 'feature_1826', 'feature_1832', 'feature_1833', 'feature_1834', 'feature_1852', 'feature_1858', 'feature_1863', 'feature_1875', 'feature_1881', 'feature_1907', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_1920', 'feature_1931', 'feature_1940', 'feature_1946', 'feature_195', 'feature_1950', 'feature_1975', 'feature_1984', 'feature_200', 'feature_205', 'feature_226', 'feature_25', 'feature_250', 'feature_253', 'feature_256', 'feature_265', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_280', 'feature_282', 'feature_284', 'feature_321', 'feature_325', 'feature_33', 'feature_330', 'feature_332', 'feature_339', 'feature_360', 'feature_363', 'feature_373', 'feature_38', 'feature_394', 'feature_397', 'feature_398', 'feature_42', 'feature_420', 'feature_421', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_446', 'feature_448', 'feature_454', 'feature_461', 'feature_463', 'feature_464', 'feature_474', 'feature_479', 'feature_48', 'feature_5', 'feature_501', 'feature_507', 'feature_521', 'feature_527', 'feature_54', 'feature_545', 'feature_559', 'feature_569', 'feature_574', 'feature_578', 'feature_580', 'feature_591', 'feature_606', 'feature_609', 'feature_620', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_653', 'feature_673', 'feature_676', 'feature_709', 'feature_711', 'feature_72', 'feature_722', 'feature_724', 'feature_728', 'feature_745', 'feature_751', 'feature_760', 'feature_775', 'feature_78', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_820', 'feature_825', 'feature_860', 'feature_862', 'feature_888', 'feature_91', 'feature_914', 'feature_916', 'feature_922', 'feature_926', 'feature_939', 'feature_941', 'feature_977', 'feature_99']


Overview of OUTLIER (STD_2.5) solutions
=========================================

| Index | component_0                 | component_1                 | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                 | component_10                | component_11                |
| _____ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ |
| 0     | feature_866 (mu = 2.0927)   | feature_178 (mu = 2.0382)   | feature_1949 (mu = -1.3029) | feature_1307 (mu = 2.5372)  | feature_1307 (mu = -2.9451) | feature_866 (mu = 3.1974)   | feature_1307 (mu = -2.5401) | feature_1676 (mu = -1.5070) | feature_1470 (mu = 1.5884)  | feature_1307 (mu = 1.9592)  | feature_866 (mu = -2.4792)  | feature_866 (mu = 2.0781)   |
| 1     | feature_1307 (mu = -1.8444) | feature_866 (mu = -1.5070)  | feature_866 (mu = 1.0793)   | feature_1545 (mu = -1.2159) | feature_178 (mu = 2.4726)   | feature_178 (mu = -2.9491)  | feature_877 (mu = 1.6543)   | feature_1545 (mu = -1.4410) | feature_365 (mu = 1.2129)   | feature_178 (mu = -1.6039)  | feature_1470 (mu = -1.6821) | feature_1545 (mu = -1.5249) |
| 2     | feature_1545 (mu = 1.4822)  | feature_187 (mu = -0.9132)  | feature_1676 (mu = -1.0609) | feature_187 (mu = -0.9143)  | feature_999 (mu = 1.6242)   | feature_1307 (mu = -1.8953) | feature_178 (mu = 1.5783)   | feature_1307 (mu = 1.3050)  | feature_1051 (mu = -1.0975) | feature_1051 (mu = 1.2015)  | feature_1676 (mu = 1.5067)  | feature_877 (mu = -1.3304)  |
| 3     | feature_1470 (mu = 1.1321)  | feature_1307 (mu = 0.8928)  | feature_1307 (mu = 1.0572)  | feature_1676 (mu = -0.8129) | feature_1676 (mu = 0.9286)  | feature_365 (mu = 1.5398)   | feature_866 (mu = -1.3427)  | feature_877 (mu = 1.1704)   | feature_1949 (mu = 0.9716)  | feature_877 (mu = -1.0130)  | feature_1545 (mu = 1.5006)  | feature_1676 (mu = -1.2749) |
| 4     | feature_1949 (mu = 0.9959)  | feature_999 (mu = 0.8238)   | feature_178 (mu = -0.9786)  | feature_741 (mu = -0.5864)  | feature_877 (mu = -0.8939)  | feature_1522 (mu = 1.3691)  | feature_1522 (mu = 1.3033)  | feature_999 (mu = -1.1005)  | feature_866 (mu = -0.9352)  | feature_899 (mu = -0.9498)  | feature_178 (mu = -1.2496)  | feature_1307 (mu = 0.8883)  |
| 5     | feature_365 (mu = 0.9872)   | feature_1470 (mu = -0.6554) | feature_1051 (mu = 0.7189)  | feature_178 (mu = 0.5408)   | feature_1470 (mu = 0.8938)  | feature_1676 (mu = -1.3373) | feature_1676 (mu = 0.9623)  | feature_178 (mu = -0.8718)  | feature_187 (mu = -0.9007)  | feature_866 (mu = -0.8117)  | feature_365 (mu = -1.0043)  | feature_741 (mu = -0.7926)  |
| 6     | feature_877 (mu = -0.9789)  | feature_877 (mu = -0.6442)  | feature_741 (mu = 0.5521)   | feature_1470 (mu = -0.3733) | feature_741 (mu = 0.8816)   | feature_877 (mu = -0.9476)  | feature_999 (mu = 0.8730)   | feature_1949 (mu = -0.8422) | feature_899 (mu = -0.8809)  | feature_365 (mu = 0.6278)   | feature_1307 (mu = -0.9412) | feature_1522 (mu = -0.7773) |
| 7     | feature_741 (mu = -0.9373)  | feature_1949 (mu = 0.5779)  | feature_1470 (mu = -0.5504) | feature_899 (mu = 0.3715)   | feature_1522 (mu = 0.6572)  | feature_1949 (mu = -0.9200) | feature_365 (mu = -0.7555)  | feature_365 (mu = -0.7231)  | feature_1545 (mu = -0.7728) | feature_741 (mu = -0.5264)  | feature_1051 (mu = 0.5913)  | feature_899 (mu = 0.6257)   |
| 8     | feature_999 (mu = -0.8664)  | feature_1676 (mu = 0.5747)  | feature_1545 (mu = -0.5208) | feature_1051 (mu = 0.3178)  | feature_1949 (mu = 0.6072)  | feature_1545 (mu = 0.7046)  | feature_899 (mu = -0.5847)  | feature_866 (mu = -0.7165)  | feature_877 (mu = -0.6983)  | feature_1522 (mu = -0.5114) | feature_1522 (mu = 0.4976)  | feature_1051 (mu = 0.6079)  |
| 9     | feature_1676 (mu = -0.4085) | feature_899 (mu = 0.3077)   | feature_899 (mu = 0.4324)   | feature_866 (mu = -0.3149)  | feature_899 (mu = -0.5418)  | feature_1051 (mu = 0.6429)  | feature_187 (mu = -0.5625)  | feature_899 (mu = 0.7154)   | feature_1522 (mu = 0.4777)  | feature_1676 (mu = -0.2907) | feature_899 (mu = 0.4415)   | feature_178 (mu = -0.5841)  |
| 10    | feature_187 (mu = 0.3933)   | feature_1545 (mu = -0.2255) | feature_877 (mu = 0.4075)   | feature_365 (mu = 0.3070)   | feature_187 (mu = -0.3728)  | feature_741 (mu = -0.5365)  | feature_741 (mu = 0.5508)   | feature_1051 (mu = -0.4941) | feature_999 (mu = 0.3474)   | feature_1545 (mu = -0.2866) | feature_999 (mu = -0.3190)  | feature_1949 (mu = -0.5720) |
| 11    | feature_178 (mu = 0.2945)   | feature_1522 (mu = 0.1731)  | feature_999 (mu = 0.3512)   | feature_877 (mu = -0.2237)  | feature_365 (mu = 0.2959)   | feature_899 (mu = 0.5299)   | feature_1051 (mu = 0.3552)  | feature_187 (mu = 0.3103)   | feature_178 (mu = 0.2037)   | feature_999 (mu = 0.2483)   | feature_1949 (mu = 0.3162)  | feature_187 (mu = 0.5689)   |
| 12    | feature_1051 (mu = -0.2153) | feature_1051 (mu = 0.1042)  | feature_365 (mu = -0.3213)  | feature_1522 (mu = 0.1857)  | feature_1051 (mu = -0.2340) | feature_999 (mu = 0.4113)   | feature_1470 (mu = 0.3552)  | feature_1470 (mu = 0.2712)  | feature_1330 (mu = -0.1100) | feature_1470 (mu = -0.2091) | feature_877 (mu = 0.2558)   | feature_999 (mu = -0.5660)  |
| 13    | feature_1522 (mu = -0.1057) | feature_741 (mu = -0.1028)  | feature_1522 (mu = 0.2996)  | feature_999 (mu = 0.1698)   | feature_195 (mu = -0.1877)  | feature_187 (mu = -0.2255)  | feature_1545 (mu = 0.3321)  | feature_741 (mu = 0.2034)   | feature_1284 (mu = -0.1043) | feature_187 (mu = -0.2085)  | feature_195 (mu = -0.1620)  | feature_1470 (mu = -0.2556) |
| 14    | feature_277 (mu = -0.0990)  | feature_1140 (mu = -0.0851) | feature_187 (mu = 0.1794)   | feature_1234 (mu = 0.0929)  | feature_1438 (mu = 0.1864)  | feature_1470 (mu = -0.2198) | feature_1284 (mu = -0.2452) | feature_1522 (mu = -0.1280) | feature_161 (mu = -0.1027)  | feature_1949 (mu = 0.1585)  | feature_25 (mu = 0.1464)    | feature_1360 (mu = 0.1765)  |
| 15    | feature_914 (mu = -0.0888)  | feature_1680 (mu = 0.0838)  | feature_1332 (mu = -0.0813) | feature_398 (mu = 0.0873)   | feature_866 (mu = 0.1857)   | feature_862 (mu = 0.2103)   | feature_12 (mu = 0.2433)    | feature_728 (mu = 0.1001)   | feature_1438 (mu = 0.1018)  | feature_1087 (mu = -0.1210) | feature_180 (mu = -0.1336)  | feature_1198 (mu = 0.1641)  |
| 16    | feature_250 (mu = 0.0799)   | feature_1916 (mu = -0.0768) | feature_888 (mu = 0.0810)   | feature_8 (mu = 0.0820)     | feature_1875 (mu = 0.1754)  | feature_635 (mu = -0.1944)  | feature_1293 (mu = 0.2329)  | feature_1875 (mu = -0.0927) | feature_580 (mu = 0.1017)   | feature_1258 (mu = -0.1198) | feature_1360 (mu = -0.1306) | feature_1575 (mu = -0.1606) |
| 17    | feature_397 (mu = 0.0789)   | feature_645 (mu = -0.0742)  | feature_724 (mu = 0.0794)   | feature_272 (mu = -0.0820)  | feature_1284 (mu = -0.1706) | feature_271 (mu = 0.1844)   | feature_1198 (mu = -0.2277) | feature_435 (mu = -0.0903)  | feature_195 (mu = -0.1010)  | feature_888 (mu = 0.1076)   | feature_1931 (mu = -0.1292) | feature_1770 (mu = -0.1594) |
| 18    | feature_177 (mu = -0.0775)  | feature_48 (mu = -0.0729)   | feature_1984 (mu = 0.0791)  | feature_195 (mu = 0.0812)   | feature_888 (mu = -0.1698)  | feature_1566 (mu = 0.1820)  | feature_1931 (mu = -0.2272) | feature_775 (mu = 0.0903)   | feature_1112 (mu = -0.1009) | feature_1198 (mu = 0.1061)  | feature_1438 (mu = 0.1264)  | feature_25 (mu = -0.1512)   |
| 19    | feature_1907 (mu = -0.0752) | feature_1490 (mu = -0.0721) | feature_1286 (mu = 0.0783)  | feature_1437 (mu = -0.0736) | feature_479 (mu = 0.1685)   | feature_38 (mu = 0.1812)    | feature_810 (mu = 0.2233)   | feature_888 (mu = 0.0889)   | feature_1916 (mu = -0.0965) | feature_398 (mu = 0.1046)   | feature_1584 (mu = 0.1256)  | feature_1258 (mu = -0.1502) |
| 20    | feature_1358 (mu = 0.0744)  | feature_153 (mu = -0.0712)  | feature_161 (mu = 0.0765)   | feature_461 (mu = -0.0726)  | feature_1087 (mu = 0.1578)  | feature_1605 (mu = 0.1811)  | feature_1438 (mu = 0.2176)  | feature_1420 (mu = -0.0876) | feature_1634 (mu = -0.0959) | feature_195 (mu = 0.1042)   | feature_265 (mu = 0.1220)   | feature_1584 (mu = -0.1464) |
| 21    | feature_1566 (mu = 0.0737)  | feature_1438 (mu = 0.0683)  | feature_641 (mu = 0.0759)   | feature_256 (mu = 0.0709)   | feature_578 (mu = 0.1553)   | feature_250 (mu = 0.1794)   | feature_161 (mu = -0.2136)  | feature_253 (mu = 0.0867)   | feature_1547 (mu = 0.0953)  | feature_5 (mu = -0.1006)    | feature_1770 (mu = 0.1166)  | feature_394 (mu = 0.1462)   |
| 22    | feature_620 (mu = 0.0732)   | feature_862 (mu = -0.0679)  | feature_808 (mu = -0.0735)  | feature_1205 (mu = -0.0708) | feature_1293 (mu = 0.1520)  | feature_91 (mu = 0.1747)    | feature_373 (mu = 0.2136)   | feature_816 (mu = 0.0824)   | feature_1118 (mu = 0.0949)  | feature_825 (mu = -0.0996)  | feature_1338 (mu = 0.1163)  | feature_673 (mu = 0.1414)   |
| 23    | feature_1834 (mu = 0.0717)  | feature_1568 (mu = -0.0677) | feature_1629 (mu = 0.0733)  | feature_479 (mu = -0.0705)  | feature_1931 (mu = -0.1487) | feature_1644 (mu = -0.1743) | feature_1547 (mu = 0.2116)  | feature_722 (mu = -0.0814)  | feature_1293 (mu = 0.0913)  | feature_1396 (mu = -0.0991) | feature_426 (mu = 0.1151)   | feature_1492 (mu = 0.1404)  |
| 24    | feature_637 (mu = 0.0713)   | feature_33 (mu = -0.0673)   | feature_1398 (mu = 0.0684)  | feature_914 (mu = 0.0703)   | feature_360 (mu = -0.1463)  | feature_645 (mu = 0.1731)   | feature_1087 (mu = 0.2103)  | feature_1162 (mu = 0.0786)  | feature_1852 (mu = -0.0910) | feature_1323 (mu = -0.0990) | feature_1490 (mu = -0.1148) | feature_161 (mu = 0.1383)   |
| 25    | feature_180 (mu = 0.0710)   | feature_1746 (mu = -0.0672) | feature_1387 (mu = 0.0682)  | feature_728 (mu = 0.0696)   | feature_425 (mu = -0.1448)  | feature_153 (mu = 0.1716)   | feature_1858 (mu = -0.2086) | feature_916 (mu = -0.0780)  | feature_1931 (mu = -0.0901) | feature_916 (mu = -0.0977)  | feature_1245 (mu = 0.1134)  | feature_332 (mu = 0.1382)   |
| 26    | feature_479 (mu = 0.0709)   | feature_38 (mu = -0.0666)   | feature_711 (mu = 0.0670)   | feature_38 (mu = -0.0694)   | feature_1203 (mu = -0.1438) | feature_1271 (mu = 0.1702)  | feature_250 (mu = -0.2085)  | feature_1575 (mu = -0.0776) | feature_441 (mu = -0.0889)  | feature_578 (mu = -0.0977)  | feature_1575 (mu = 0.1121)  | feature_205 (mu = -0.1381)  |
| 27    | feature_1385 (mu = 0.0701)  | feature_1293 (mu = 0.0659)  | feature_33 (mu = 0.0667)    | feature_559 (mu = -0.0691)  | feature_179 (mu = 0.1428)   | feature_1916 (mu = 0.1692)  | feature_580 (mu = 0.2072)   | feature_1984 (mu = 0.0755)  | feature_373 (mu = 0.0889)   | feature_179 (mu = -0.0964)  | feature_276 (mu = 0.1093)   | feature_448 (mu = 0.1378)   |
| 28    | feature_339 (mu = 0.0700)   | feature_545 (mu = 0.0657)   | feature_284 (mu = 0.0652)   | feature_435 (mu = -0.0690)  | feature_1363 (mu = 0.1413)  | feature_161 (mu = 0.1676)   | feature_1916 (mu = -0.2039) | feature_464 (mu = 0.0748)   | feature_645 (mu = -0.0884)  | feature_1163 (mu = -0.0961) | feature_1136 (mu = -0.1090) | feature_1283 (mu = 0.1374)  |
| 29    | feature_926 (mu = 0.0699)   | feature_1209 (mu = -0.0626) | feature_78 (mu = 0.0650)    | feature_578 (mu = -0.0674)  | feature_916 (mu = 0.1410)   | feature_33 (mu = 0.1655)    | feature_1367 (mu = 0.2029)  | feature_479 (mu = -0.0743)  | feature_1046 (mu = 0.0869)  | feature_1284 (mu = 0.0957)  | feature_1258 (mu = 0.1085)  | feature_463 (mu = -0.1361)  |
| 30    | feature_1499 (mu = -0.0690) | feature_1644 (mu = 0.0615)  | feature_745 (mu = -0.0647)  | feature_1910 (mu = -0.0664) | feature_1816 (mu = -0.1405) | feature_724 (mu = 0.1643)   | feature_609 (mu = -0.2017)  | feature_1363 (mu = -0.0724) | feature_1490 (mu = -0.0854) | feature_1757 (mu = 0.0956)  | feature_1744 (mu = -0.1066) | feature_114 (mu = -0.1341)  |
| 31    | feature_1910 (mu = 0.0686)  | feature_1516 (mu = -0.0607) | feature_977 (mu = 0.0647)   | feature_1833 (mu = -0.0663) | feature_1310 (mu = -0.1394) | feature_1907 (mu = -0.1632) | feature_441 (mu = -0.1967)  | feature_195 (mu = 0.0708)   | feature_545 (mu = 0.0844)   | feature_332 (mu = 0.0945)   | feature_1324 (mu = -0.1058) | feature_195 (mu = 0.1340)   |
| 32    | feature_1126 (mu = 0.0678)  | feature_271 (mu = -0.0604)  | feature_1444 (mu = -0.0644) | feature_91 (mu = -0.0657)   | feature_914 (mu = -0.1386)  | feature_180 (mu = 0.1624)   | feature_645 (mu = -0.1956)  | feature_179 (mu = -0.0702)  | feature_916 (mu = 0.0843)   | feature_1940 (mu = -0.0936) | feature_1940 (mu = 0.1047)  | feature_1245 (mu = -0.1328) |
| 33    | feature_1338 (mu = -0.0673) | feature_1931 (mu = -0.0604) | feature_1091 (mu = -0.0638) | feature_168 (mu = -0.0651)  | feature_1112 (mu = -0.1368) | feature_279 (mu = 0.1579)   | feature_888 (mu = -0.1950)  | feature_280 (mu = 0.0701)   | feature_474 (mu = 0.0842)   | feature_420 (mu = 0.0922)   | feature_179 (mu = 0.1046)   | feature_42 (mu = -0.1306)   |
| 34    | None                        | feature_606 (mu = 0.0604)   | feature_442 (mu = 0.0635)   | feature_226 (mu = -0.0650)  | feature_441 (mu = -0.1362)  | feature_474 (mu = -0.1572)  | feature_1703 (mu = -0.1949) | feature_421 (mu = 0.0692)   | feature_1158 (mu = 0.0842)  | feature_1059 (mu = 0.0916)  | feature_42 (mu = 0.1032)    | feature_250 (mu = 0.1305)   |
| 35    | None                        | feature_1575 (mu = 0.0604)  | feature_507 (mu = 0.0632)   | feature_280 (mu = 0.0644)   | feature_1295 (mu = -0.1352) | feature_1549 (mu = -0.1569) | feature_25 (mu = 0.1947)    | feature_1667 (mu = -0.0680) | feature_1946 (mu = 0.0816)  | feature_1556 (mu = -0.0910) | feature_728 (mu = -0.1020)  | feature_180 (mu = 0.1281)   |
| 36    | None                        | feature_1598 (mu = 0.0601)  | feature_1212 (mu = -0.0628) | feature_751 (mu = -0.0642)  | feature_580 (mu = 0.1352)   | feature_1067 (mu = 0.1565)  | feature_180 (mu = -0.1939)  | feature_1910 (mu = -0.0677) | feature_1198 (mu = -0.0813) | feature_435 (mu = -0.0904)  | feature_373 (mu = 0.1018)   | feature_276 (mu = -0.1280)  |
| 37    | None                        | feature_1067 (mu = -0.0601) | feature_653 (mu = -0.0621)  | feature_454 (mu = -0.0641)  | feature_1634 (mu = -0.1337) | feature_1444 (mu = -0.1565) | feature_1605 (mu = -0.1936) | feature_673 (mu = 0.0675)   | feature_72 (mu = 0.0806)    | feature_12 (mu = -0.0903)   | feature_941 (mu = 0.1013)   | feature_1324 (mu = 0.1276)  |
| 38    | None                        | feature_137 (mu = -0.0598)  | feature_709 (mu = -0.0618)  | feature_1131 (mu = -0.0633) | feature_1703 (mu = -0.1336) | feature_1575 (mu = -0.1555) | feature_860 (mu = 0.1923)   | None                        | feature_1078 (mu = 0.0804)  | feature_580 (mu = -0.0895)  | feature_673 (mu = -0.1010)  | feature_1605 (mu = 0.1245)  |
| 39    | None                        | feature_501 (mu = 0.0598)   | feature_1575 (mu = -0.0618) | feature_325 (mu = 0.0624)   | feature_12 (mu = 0.1331)    | feature_177 (mu = -0.1554)  | feature_1757 (mu = -0.1895) | None                        | feature_1644 (mu = 0.0801)  | feature_441 (mu = 0.0889)   | feature_332 (mu = -0.0991)  | feature_1940 (mu = -0.1235) |
| 40    | None                        | None                        | feature_474 (mu = -0.0615)  | None                        | feature_825 (mu = 0.1310)   | feature_1714 (mu = 0.1542)  | feature_1767 (mu = -0.1867) | None                        | feature_12 (mu = 0.0800)    | feature_1420 (mu = -0.0888) | feature_282 (mu = 0.0990)   | feature_1702 (mu = -0.1234) |
| 41    | None                        | None                        | feature_1177 (mu = 0.0613)  | None                        | feature_1826 (mu = 0.1310)  | feature_448 (mu = 0.1529)   | feature_1118 (mu = 0.1861)  | None                        | feature_1881 (mu = 0.0800)  | feature_728 (mu = 0.0882)   | feature_1396 (mu = 0.0983)  | feature_569 (mu = -0.1227)  |
| 42    | None                        | None                        | None                        | None                        | feature_1556 (mu = 0.1307)  | feature_1209 (mu = 0.1528)  | feature_448 (mu = -0.1856)  | None                        | feature_1757 (mu = -0.0795) | feature_722 (mu = -0.0878)  | feature_99 (mu = -0.0982)   | feature_1493 (mu = -0.1221) |
| 43    | None                        | None                        | None                        | None                        | feature_1946 (mu = 0.1299)  | feature_501 (mu = -0.1526)  | feature_474 (mu = 0.1856)   | None                        | feature_1826 (mu = 0.0794)  | feature_1875 (mu = -0.0866) | feature_330 (mu = 0.0979)   | feature_1916 (mu = 0.1217)  |
| 44    | None                        | None                        | None                        | None                        | feature_1258 (mu = 0.1296)  | feature_1627 (mu = -0.1522) | feature_1780 (mu = -0.1848) | None                        | feature_578 (mu = 0.0792)   | feature_1081 (mu = 0.0864)  | feature_360 (mu = -0.0976)  | feature_179 (mu = -0.1210)  |
| 45    | None                        | None                        | None                        | None                        | feature_1089 (mu = -0.1293) | feature_1580 (mu = -0.1520) | feature_1112 (mu = -0.1845) | None                        | None                        | feature_1946 (mu = -0.0858) | feature_0 (mu = 0.0972)     | feature_442 (mu = 0.1209)   |
| 46    | None                        | None                        | None                        | None                        | feature_161 (mu = -0.1283)  | feature_1678 (mu = -0.1510) | feature_825 (mu = 0.1842)   | None                        | None                        | feature_926 (mu = -0.0855)  | None                        | feature_922 (mu = -0.1194)  |
| 47    | None                        | None                        | None                        | None                        | feature_1975 (mu = -0.1283) | feature_1091 (mu = -0.1508) | feature_1556 (mu = 0.1835)  | None                        | None                        | feature_760 (mu = 0.0849)   | None                        | feature_1863 (mu = 0.1194)  |
| 48    | None                        | None                        | None                        | None                        | feature_1065 (mu = 0.1274)  | feature_1638 (mu = 0.1498)  | feature_54 (mu = -0.1826)   | None                        | None                        | feature_820 (mu = 0.0844)   | None                        | feature_106 (mu = -0.1191)  |
| 49    | None                        | None                        | None                        | None                        | feature_1131 (mu = 0.1271)  | feature_676 (mu = 0.1494)   | feature_1080 (mu = 0.1826)  | None                        | None                        | feature_253 (mu = 0.0842)   | None                        | feature_1396 (mu = -0.1186) |
| 50    | None                        | None                        | None                        | None                        | feature_426 (mu = 0.1266)   | feature_1568 (mu = 0.1488)  | feature_574 (mu = -0.1816)  | None                        | None                        | feature_18 (mu = -0.0835)   | None                        | feature_1087 (mu = -0.1175) |
| 51    | None                        | None                        | None                        | None                        | feature_939 (mu = -0.1258)  | feature_1629 (mu = 0.1483)  | feature_1566 (mu = -0.1815) | None                        | None                        | feature_1009 (mu = -0.0833) | None                        | feature_527 (mu = -0.1162)  |
| 52    | None                        | None                        | None                        | None                        | feature_332 (mu = -0.1254)  | feature_277 (mu = -0.1462)  | feature_1067 (mu = -0.1801) | None                        | None                        | None                        | None                        | feature_862 (mu = 0.1159)   |
| 53    | None                        | None                        | None                        | None                        | feature_507 (mu = -0.1242)  | feature_1598 (mu = -0.1457) | feature_1781 (mu = -0.1771) | None                        | None                        | None                        | None                        | feature_916 (mu = -0.1150)  |
| 54    | None                        | None                        | None                        | None                        | feature_722 (mu = 0.1241)   | feature_1245 (mu = -0.1449) | feature_507 (mu = -0.1761)  | None                        | None                        | None                        | None                        | feature_1264 (mu = 0.1148)  |
| 55    | None                        | None                        | None                        | None                        | feature_810 (mu = 0.1239)   | feature_363 (mu = -0.1447)  | feature_394 (mu = -0.1757)  | None                        | None                        | None                        | None                        | feature_1132 (mu = 0.1148)  |
| 56    | None                        | None                        | None                        | None                        | feature_1757 (mu = -0.1238) | feature_442 (mu = 0.1444)   | feature_1920 (mu = 0.1756)  | None                        | None                        | None                        | None                        | feature_1907 (mu = -0.1144) |
| 57    | None                        | None                        | None                        | None                        | feature_1781 (mu = -0.1232) | feature_321 (mu = -0.1435)  | feature_200 (mu = -0.1746)  | None                        | None                        | None                        | None                        | feature_609 (mu = 0.1142)   |
| 58    | None                        | None                        | None                        | None                        | feature_1097 (mu = 0.1228)  | None                        | feature_591 (mu = -0.1745)  | None                        | None                        | None                        | None                        | None                        |
| 59    | None                        | None                        | None                        | None                        | feature_1059 (mu = -0.1226) | None                        | feature_521 (mu = -0.1745)  | None                        | None                        | None                        | None                        | None                        |
| 60    | None                        | None                        | None                        | None                        | feature_1832 (mu = 0.1215)  | None                        | feature_1371 (mu = 0.1732)  | None                        | None                        | None                        | None                        | None                        |
| 61    | None                        | None                        | None                        | None                        | feature_160 (mu = 0.1215)   | None                        | feature_446 (mu = 0.1712)   | None                        | None                        | None                        | None                        | None                        |
| 62    | None                        | None                        | None                        | None                        | feature_1912 (mu = 0.1214)  | None                        | feature_153 (mu = -0.1706)  | None                        | None                        | None                        | None                        | None                        |
| 63    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1297 (mu = -0.1698) | None                        | None                        | None                        | None                        | None                        |
| 64    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1950 (mu = -0.1696) | None                        | None                        | None                        | None                        | None                        |
| 65    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1721 (mu = -0.1688) | None                        | None                        | None                        | None                        | None                        |


Regression results on training data (l2 penalty)
================================================

No data to display.

----------------------------------------------------------------------

   ------   ANALYSIS - Solution type: OUTLIER (STD_3.0)   ------   

## OUTLIER (STD_3.0) Solutions

Features identified as outliers based on standard deviation.

Coverage Metrics for outlier (STD_3.0)
======================================

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 89.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 74.000  |
| Recall                 | 1.000   |
| Precision              | 0.169   |
| F1_Score               | 0.288   |
| Jaccard                | 0.169   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.831   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.037   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 22.472  |

## Overview of discovered features for OUTLIER (STD_3.0) solutions:

 - 15 unique true support features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']


 - 89 discovered features:
   ['feature_1051', 'feature_1087', 'feature_1112', 'feature_1140', 'feature_1198', 'feature_12', 'feature_1234', 'feature_1258', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1293', 'feature_1307', 'feature_1330', 'feature_1332', 'feature_1360', 'feature_1367', 'feature_1420', 'feature_1438', 'feature_1470', 'feature_1490', 'feature_1492', 'feature_1522', 'feature_153', 'feature_1545', 'feature_1547', 'feature_1566', 'feature_1575', 'feature_1584', 'feature_1605', 'feature_161', 'feature_1634', 'feature_1644', 'feature_1676', 'feature_1680', 'feature_1770', 'feature_178', 'feature_180', 'feature_1858', 'feature_187', 'feature_1875', 'feature_1916', 'feature_1931', 'feature_1949', 'feature_195', 'feature_1984', 'feature_205', 'feature_25', 'feature_250', 'feature_253', 'feature_265', 'feature_271', 'feature_272', 'feature_277', 'feature_332', 'feature_360', 'feature_365', 'feature_373', 'feature_38', 'feature_394', 'feature_398', 'feature_435', 'feature_448', 'feature_479', 'feature_48', 'feature_5', 'feature_578', 'feature_580', 'feature_635', 'feature_641', 'feature_645', 'feature_673', 'feature_722', 'feature_724', 'feature_728', 'feature_741', 'feature_775', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_862', 'feature_866', 'feature_877', 'feature_888', 'feature_899', 'feature_91', 'feature_914', 'feature_999']

 - 0 missed true support features:
   []

 - 74 extra features found (not in true support):
   ['feature_1087', 'feature_1112', 'feature_1140', 'feature_1198', 'feature_12', 'feature_1234', 'feature_1258', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_1293', 'feature_1330', 'feature_1332', 'feature_1360', 'feature_1367', 'feature_1420', 'feature_1438', 'feature_1490', 'feature_1492', 'feature_153', 'feature_1547', 'feature_1566', 'feature_1575', 'feature_1584', 'feature_1605', 'feature_161', 'feature_1634', 'feature_1644', 'feature_1680', 'feature_1770', 'feature_180', 'feature_1858', 'feature_1875', 'feature_1916', 'feature_1931', 'feature_195', 'feature_1984', 'feature_205', 'feature_25', 'feature_250', 'feature_253', 'feature_265', 'feature_271', 'feature_272', 'feature_277', 'feature_332', 'feature_360', 'feature_373', 'feature_38', 'feature_394', 'feature_398', 'feature_435', 'feature_448', 'feature_479', 'feature_48', 'feature_5', 'feature_578', 'feature_580', 'feature_635', 'feature_641', 'feature_645', 'feature_673', 'feature_722', 'feature_724', 'feature_728', 'feature_775', 'feature_8', 'feature_808', 'feature_810', 'feature_816', 'feature_862', 'feature_888', 'feature_91', 'feature_914']


Overview of OUTLIER (STD_3.0) solutions
=========================================

| Index | component_0                 | component_1                 | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                 | component_10                | component_11                |
| _____ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ |
| 0     | feature_866 (mu = 2.0927)   | feature_178 (mu = 2.0382)   | feature_1949 (mu = -1.3029) | feature_1307 (mu = 2.5372)  | feature_1307 (mu = -2.9451) | feature_866 (mu = 3.1974)   | feature_1307 (mu = -2.5401) | feature_1676 (mu = -1.5070) | feature_1470 (mu = 1.5884)  | feature_1307 (mu = 1.9592)  | feature_866 (mu = -2.4792)  | feature_866 (mu = 2.0781)   |
| 1     | feature_1307 (mu = -1.8444) | feature_866 (mu = -1.5070)  | feature_866 (mu = 1.0793)   | feature_1545 (mu = -1.2159) | feature_178 (mu = 2.4726)   | feature_178 (mu = -2.9491)  | feature_877 (mu = 1.6543)   | feature_1545 (mu = -1.4410) | feature_365 (mu = 1.2129)   | feature_178 (mu = -1.6039)  | feature_1470 (mu = -1.6821) | feature_1545 (mu = -1.5249) |
| 2     | feature_1545 (mu = 1.4822)  | feature_187 (mu = -0.9132)  | feature_1676 (mu = -1.0609) | feature_187 (mu = -0.9143)  | feature_999 (mu = 1.6242)   | feature_1307 (mu = -1.8953) | feature_178 (mu = 1.5783)   | feature_1307 (mu = 1.3050)  | feature_1051 (mu = -1.0975) | feature_1051 (mu = 1.2015)  | feature_1676 (mu = 1.5067)  | feature_877 (mu = -1.3304)  |
| 3     | feature_1470 (mu = 1.1321)  | feature_1307 (mu = 0.8928)  | feature_1307 (mu = 1.0572)  | feature_1676 (mu = -0.8129) | feature_1676 (mu = 0.9286)  | feature_365 (mu = 1.5398)   | feature_866 (mu = -1.3427)  | feature_877 (mu = 1.1704)   | feature_1949 (mu = 0.9716)  | feature_877 (mu = -1.0130)  | feature_1545 (mu = 1.5006)  | feature_1676 (mu = -1.2749) |
| 4     | feature_1949 (mu = 0.9959)  | feature_999 (mu = 0.8238)   | feature_178 (mu = -0.9786)  | feature_741 (mu = -0.5864)  | feature_877 (mu = -0.8939)  | feature_1522 (mu = 1.3691)  | feature_1522 (mu = 1.3033)  | feature_999 (mu = -1.1005)  | feature_866 (mu = -0.9352)  | feature_899 (mu = -0.9498)  | feature_178 (mu = -1.2496)  | feature_1307 (mu = 0.8883)  |
| 5     | feature_365 (mu = 0.9872)   | feature_1470 (mu = -0.6554) | feature_1051 (mu = 0.7189)  | feature_178 (mu = 0.5408)   | feature_1470 (mu = 0.8938)  | feature_1676 (mu = -1.3373) | feature_1676 (mu = 0.9623)  | feature_178 (mu = -0.8718)  | feature_187 (mu = -0.9007)  | feature_866 (mu = -0.8117)  | feature_365 (mu = -1.0043)  | feature_741 (mu = -0.7926)  |
| 6     | feature_877 (mu = -0.9789)  | feature_877 (mu = -0.6442)  | feature_741 (mu = 0.5521)   | feature_1470 (mu = -0.3733) | feature_741 (mu = 0.8816)   | feature_877 (mu = -0.9476)  | feature_999 (mu = 0.8730)   | feature_1949 (mu = -0.8422) | feature_899 (mu = -0.8809)  | feature_365 (mu = 0.6278)   | feature_1307 (mu = -0.9412) | feature_1522 (mu = -0.7773) |
| 7     | feature_741 (mu = -0.9373)  | feature_1949 (mu = 0.5779)  | feature_1470 (mu = -0.5504) | feature_899 (mu = 0.3715)   | feature_1522 (mu = 0.6572)  | feature_1949 (mu = -0.9200) | feature_365 (mu = -0.7555)  | feature_365 (mu = -0.7231)  | feature_1545 (mu = -0.7728) | feature_741 (mu = -0.5264)  | feature_1051 (mu = 0.5913)  | feature_899 (mu = 0.6257)   |
| 8     | feature_999 (mu = -0.8664)  | feature_1676 (mu = 0.5747)  | feature_1545 (mu = -0.5208) | feature_1051 (mu = 0.3178)  | feature_1949 (mu = 0.6072)  | feature_1545 (mu = 0.7046)  | feature_899 (mu = -0.5847)  | feature_866 (mu = -0.7165)  | feature_877 (mu = -0.6983)  | feature_1522 (mu = -0.5114) | feature_1522 (mu = 0.4976)  | feature_1051 (mu = 0.6079)  |
| 9     | feature_1676 (mu = -0.4085) | feature_899 (mu = 0.3077)   | feature_899 (mu = 0.4324)   | feature_866 (mu = -0.3149)  | feature_899 (mu = -0.5418)  | feature_1051 (mu = 0.6429)  | feature_187 (mu = -0.5625)  | feature_899 (mu = 0.7154)   | feature_1522 (mu = 0.4777)  | feature_1676 (mu = -0.2907) | feature_899 (mu = 0.4415)   | feature_178 (mu = -0.5841)  |
| 10    | feature_187 (mu = 0.3933)   | feature_1545 (mu = -0.2255) | feature_877 (mu = 0.4075)   | feature_365 (mu = 0.3070)   | feature_187 (mu = -0.3728)  | feature_741 (mu = -0.5365)  | feature_741 (mu = 0.5508)   | feature_1051 (mu = -0.4941) | feature_999 (mu = 0.3474)   | feature_1545 (mu = -0.2866) | feature_999 (mu = -0.3190)  | feature_1949 (mu = -0.5720) |
| 11    | feature_178 (mu = 0.2945)   | feature_1522 (mu = 0.1731)  | feature_999 (mu = 0.3512)   | feature_877 (mu = -0.2237)  | feature_365 (mu = 0.2959)   | feature_899 (mu = 0.5299)   | feature_1051 (mu = 0.3552)  | feature_187 (mu = 0.3103)   | feature_178 (mu = 0.2037)   | feature_999 (mu = 0.2483)   | feature_1949 (mu = 0.3162)  | feature_187 (mu = 0.5689)   |
| 12    | feature_1051 (mu = -0.2153) | feature_1051 (mu = 0.1042)  | feature_365 (mu = -0.3213)  | feature_1522 (mu = 0.1857)  | feature_1051 (mu = -0.2340) | feature_999 (mu = 0.4113)   | feature_1470 (mu = 0.3552)  | feature_1470 (mu = 0.2712)  | feature_1330 (mu = -0.1100) | feature_1470 (mu = -0.2091) | feature_877 (mu = 0.2558)   | feature_999 (mu = -0.5660)  |
| 13    | feature_1522 (mu = -0.1057) | feature_741 (mu = -0.1028)  | feature_1522 (mu = 0.2996)  | feature_999 (mu = 0.1698)   | feature_195 (mu = -0.1877)  | feature_187 (mu = -0.2255)  | feature_1545 (mu = 0.3321)  | feature_741 (mu = 0.2034)   | feature_1284 (mu = -0.1043) | feature_187 (mu = -0.2085)  | feature_195 (mu = -0.1620)  | feature_1470 (mu = -0.2556) |
| 14    | feature_277 (mu = -0.0990)  | feature_1140 (mu = -0.0851) | feature_187 (mu = 0.1794)   | feature_1234 (mu = 0.0929)  | feature_1438 (mu = 0.1864)  | feature_1470 (mu = -0.2198) | feature_1284 (mu = -0.2452) | feature_1522 (mu = -0.1280) | feature_161 (mu = -0.1027)  | feature_1949 (mu = 0.1585)  | feature_25 (mu = 0.1464)    | feature_1360 (mu = 0.1765)  |
| 15    | feature_914 (mu = -0.0888)  | feature_1680 (mu = 0.0838)  | feature_1332 (mu = -0.0813) | feature_398 (mu = 0.0873)   | feature_866 (mu = 0.1857)   | feature_862 (mu = 0.2103)   | feature_12 (mu = 0.2433)    | feature_728 (mu = 0.1001)   | feature_1438 (mu = 0.1018)  | feature_1087 (mu = -0.1210) | feature_180 (mu = -0.1336)  | feature_1198 (mu = 0.1641)  |
| 16    | None                        | feature_1916 (mu = -0.0768) | feature_888 (mu = 0.0810)   | feature_8 (mu = 0.0820)     | feature_1875 (mu = 0.1754)  | feature_635 (mu = -0.1944)  | feature_1293 (mu = 0.2329)  | feature_1875 (mu = -0.0927) | feature_580 (mu = 0.1017)   | feature_1258 (mu = -0.1198) | feature_1360 (mu = -0.1306) | feature_1575 (mu = -0.1606) |
| 17    | None                        | feature_645 (mu = -0.0742)  | feature_724 (mu = 0.0794)   | feature_272 (mu = -0.0820)  | feature_1284 (mu = -0.1706) | feature_271 (mu = 0.1844)   | feature_1198 (mu = -0.2277) | feature_435 (mu = -0.0903)  | feature_195 (mu = -0.1010)  | feature_888 (mu = 0.1076)   | feature_1931 (mu = -0.1292) | feature_1770 (mu = -0.1594) |
| 18    | None                        | feature_48 (mu = -0.0729)   | feature_1984 (mu = 0.0791)  | feature_195 (mu = 0.0812)   | feature_888 (mu = -0.1698)  | feature_1566 (mu = 0.1820)  | feature_1931 (mu = -0.2272) | feature_775 (mu = 0.0903)   | feature_1112 (mu = -0.1009) | feature_1198 (mu = 0.1061)  | feature_1438 (mu = 0.1264)  | feature_25 (mu = -0.1512)   |
| 19    | None                        | feature_1490 (mu = -0.0721) | feature_1286 (mu = 0.0783)  | None                        | feature_479 (mu = 0.1685)   | feature_38 (mu = 0.1812)    | feature_810 (mu = 0.2233)   | feature_888 (mu = 0.0889)   | feature_1916 (mu = -0.0965) | feature_398 (mu = 0.1046)   | feature_1584 (mu = 0.1256)  | feature_1258 (mu = -0.1502) |
| 20    | None                        | feature_153 (mu = -0.0712)  | feature_161 (mu = 0.0765)   | None                        | feature_1087 (mu = 0.1578)  | feature_1605 (mu = 0.1811)  | feature_1438 (mu = 0.2176)  | feature_1420 (mu = -0.0876) | feature_1634 (mu = -0.0959) | feature_195 (mu = 0.1042)   | feature_265 (mu = 0.1220)   | feature_1584 (mu = -0.1464) |
| 21    | None                        | None                        | feature_641 (mu = 0.0759)   | None                        | feature_578 (mu = 0.1553)   | feature_250 (mu = 0.1794)   | feature_161 (mu = -0.2136)  | feature_253 (mu = 0.0867)   | feature_1547 (mu = 0.0953)  | feature_5 (mu = -0.1006)    | feature_1770 (mu = 0.1166)  | feature_394 (mu = 0.1462)   |
| 22    | None                        | None                        | feature_808 (mu = -0.0735)  | None                        | feature_1293 (mu = 0.1520)  | feature_91 (mu = 0.1747)    | feature_373 (mu = 0.2136)   | feature_816 (mu = 0.0824)   | None                        | None                        | None                        | feature_673 (mu = 0.1414)   |
| 23    | None                        | None                        | None                        | None                        | feature_1931 (mu = -0.1487) | feature_1644 (mu = -0.1743) | feature_1547 (mu = 0.2116)  | feature_722 (mu = -0.0814)  | None                        | None                        | None                        | feature_1492 (mu = 0.1404)  |
| 24    | None                        | None                        | None                        | None                        | feature_360 (mu = -0.1463)  | feature_645 (mu = 0.1731)   | feature_1087 (mu = 0.2103)  | None                        | None                        | None                        | None                        | feature_161 (mu = 0.1383)   |
| 25    | None                        | None                        | None                        | None                        | None                        | feature_153 (mu = 0.1716)   | feature_1858 (mu = -0.2086) | None                        | None                        | None                        | None                        | feature_332 (mu = 0.1382)   |
| 26    | None                        | None                        | None                        | None                        | None                        | None                        | feature_250 (mu = -0.2085)  | None                        | None                        | None                        | None                        | feature_205 (mu = -0.1381)  |
| 27    | None                        | None                        | None                        | None                        | None                        | None                        | feature_580 (mu = 0.2072)   | None                        | None                        | None                        | None                        | feature_448 (mu = 0.1378)   |
| 28    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1916 (mu = -0.2039) | None                        | None                        | None                        | None                        | feature_1283 (mu = 0.1374)  |
| 29    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1367 (mu = 0.2029)  | None                        | None                        | None                        | None                        | None                        |


Regression results on training data (l2 penalty)
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