# 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: False
- 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       | 17.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 2.000   |
| Recall                 | 1.000   |
| Precision              | 0.882   |
| F1_Score               | 0.938   |
| Jaccard                | 0.882   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.118   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.001   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 117.647 |

## 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']


 - 17 discovered features:
   ['feature_1051', 'feature_1087', '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_888', 'feature_899', 'feature_999']

 - 0 missed true support features:
   []

 - 2 extra features found (not in true support):
   ['feature_1087', 'feature_888']


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 = 3.1837)   | feature_1307 (mu = 4.3335)  | feature_866 (mu = 1.8576)   | feature_178 (mu = 1.9520)   | feature_1307 (mu = -2.0563) | feature_178 (mu = -1.9930)  | feature_866 (mu = 2.0321)  | feature_877 (mu = 1.6176)   | feature_877 (mu = -1.5672)  | feature_365 (mu = -1.7280)  | feature_1545 (mu = 2.3995)  | feature_866 (mu = 1.6470)   |
| 1     | feature_1307 (mu = 2.6409)  | feature_178 (mu = -1.4110)  | feature_1545 (mu = -1.2852) | feature_1545 (mu = -1.9499) | feature_1545 (mu = 1.8626)  | feature_1470 (mu = 0.8961)  | feature_741 (mu = -1.2992) | feature_1470 (mu = 1.3330)  | feature_1676 (mu = -1.5245) | feature_741 (mu = 1.6978)   | feature_741 (mu = 1.3710)   | feature_1307 (mu = 1.5002)  |
| 2     | feature_178 (mu = -1.9988)  | feature_741 (mu = 1.2523)   | feature_1307 (mu = -1.0169) | feature_866 (mu = 1.6505)   | feature_178 (mu = 1.5655)   | feature_1545 (mu = 0.8529)  | feature_1949 (mu = 1.0605) | feature_178 (mu = -1.3187)  | feature_1307 (mu = 1.4373)  | feature_866 (mu = -1.3616)  | feature_178 (mu = -1.3229)  | feature_178 (mu = -1.2166)  |
| 3     | feature_1522 (mu = -1.2472) | feature_365 (mu = -1.0626)  | feature_1522 (mu = 0.7785)  | feature_741 (mu = -1.1345)  | feature_1522 (mu = 1.4425)  | feature_1307 (mu = 0.7986)  | feature_999 (mu = -1.0369) | feature_1307 (mu = 1.0244)  | feature_1545 (mu = -1.0315) | feature_187 (mu = 1.2983)   | feature_187 (mu = 1.1202)   | feature_899 (mu = -1.1245)  |
| 4     | feature_899 (mu = -1.2228)  | feature_877 (mu = 0.9424)   | feature_741 (mu = -0.7284)  | feature_1470 (mu = 0.7502)  | feature_1949 (mu = 1.3202)  | feature_1676 (mu = -0.7461) | feature_877 (mu = -0.9717) | feature_741 (mu = 0.8254)   | feature_866 (mu = 0.8773)   | feature_1307 (mu = 1.2750)  | feature_1470 (mu = 1.0345)  | feature_1545 (mu = -0.9120) |
| 5     | feature_877 (mu = -1.0267)  | feature_1676 (mu = -0.6743) | feature_877 (mu = 0.6861)   | feature_877 (mu = -0.6605)  | feature_866 (mu = -1.0555)  | feature_1949 (mu = 0.7416)  | feature_178 (mu = -0.7472) | feature_899 (mu = -0.8204)  | feature_999 (mu = -0.8462)  | feature_1470 (mu = 1.2692)  | feature_365 (mu = -0.9646)  | feature_1676 (mu = 0.8222)  |
| 6     | feature_187 (mu = 0.9948)   | feature_1545 (mu = 0.6044)  | feature_365 (mu = -0.5255)  | feature_1949 (mu = 0.6285)  | feature_365 (mu = -0.7880)  | feature_899 (mu = -0.4629)  | feature_1470 (mu = 0.5476) | feature_1051 (mu = -0.7973) | feature_178 (mu = -0.7467)  | feature_1522 (mu = -1.1657) | feature_877 (mu = -0.9612)  | feature_999 (mu = 0.7844)   |
| 7     | feature_741 (mu = 0.8690)   | feature_1051 (mu = -0.4506) | feature_999 (mu = -0.4061)  | feature_1051 (mu = -0.4964) | feature_877 (mu = 0.7685)   | feature_866 (mu = 0.3982)   | feature_899 (mu = -0.4365) | feature_866 (mu = 0.7224)   | feature_1522 (mu = -0.6058) | feature_899 (mu = -1.1445)  | feature_1051 (mu = 0.8212)  | feature_365 (mu = 0.7747)   |
| 8     | feature_1545 (mu = -0.6030) | feature_1949 (mu = -0.4288) | feature_1949 (mu = -0.3581) | feature_1307 (mu = 0.4057)  | feature_1676 (mu = 0.7669)  | feature_877 (mu = -0.3645)  | feature_365 (mu = 0.3804)  | feature_365 (mu = -0.5499)  | feature_365 (mu = -0.5802)  | feature_1545 (mu = -0.4283) | feature_1676 (mu = -0.6505) | feature_187 (mu = -0.6779)  |
| 9     | feature_999 (mu = 0.5454)   | feature_1522 (mu = -0.3317) | feature_178 (mu = -0.2001)  | feature_999 (mu = -0.3359)  | feature_187 (mu = -0.7129)  | feature_365 (mu = 0.3135)   | feature_187 (mu = 0.2241)  | feature_999 (mu = -0.4817)  | feature_899 (mu = 0.5775)   | feature_877 (mu = -0.4163)  | feature_1949 (mu = 0.5669)  | feature_1051 (mu = -0.6533) |
| 10    | feature_1949 (mu = -0.5398) | feature_866 (mu = -0.2822)  | None                        | feature_187 (mu = -0.3073)  | feature_899 (mu = 0.5140)   | feature_1522 (mu = 0.2639)  | None                       | feature_1676 (mu = -0.4155) | feature_187 (mu = 0.5379)   | feature_178 (mu = -0.3964)  | feature_866 (mu = -0.5041)  | feature_1522 (mu = 0.2683)  |
| 11    | feature_1470 (mu = 0.4816)  | feature_187 (mu = 0.2778)   | None                        | feature_1522 (mu = -0.2231) | feature_741 (mu = -0.4865)  | None                        | None                       | feature_1545 (mu = 0.3972)  | feature_1470 (mu = 0.4290)  | feature_1051 (mu = -0.3199) | feature_1307 (mu = -0.4657) | feature_741 (mu = -0.2502)  |
| 12    | feature_1087 (mu = -0.2060) | feature_899 (mu = -0.2112)  | None                        | None                        | feature_1051 (mu = 0.4355)  | None                        | None                       | feature_187 (mu = 0.3651)   | feature_741 (mu = -0.4200)  | None                        | feature_899 (mu = -0.4144)  | feature_1949 (mu = 0.2193)  |
| 13    | None                        | None                        | None                        | None                        | feature_888 (mu = -0.2007)  | None                        | None                       | feature_1522 (mu = 0.2946)  | feature_1949 (mu = 0.2519)  | None                        | None                        | None                        |
| 14    | None                        | None                        | None                        | None                        | None                        | None                        | None                       | None                        | feature_1051 (mu = 0.2460)  | 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       | 14.000  |
| n_correct              | 14.000  |
| n_missed               | 1.000   |
| n_extra                | 0.000   |
| Recall                 | 0.933   |
| Precision              | 1.000   |
| F1_Score               | 0.966   |
| Jaccard                | 0.933   |
| Miss_Rate              | 0.067   |
| FDR                    | 0.000   |
| Global_Miss_Rate       | 0.001   |
| Global_FDR             | 0.000   |
| Success_Index          | 124.444 |
| Adjusted_Success_Index | 124.444 |

## 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']


 - 14 discovered features:
   ['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']

 - 1 missed true support features:
   ['feature_1051']

 - 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 = 3.1837)   | feature_1307 (mu = 4.3335) | feature_866 (mu = 1.8576)   | feature_178 (mu = 1.9520)   | feature_1307 (mu = -2.0563) | feature_178 (mu = -1.9930)  | feature_866 (mu = 2.0321)  | feature_877 (mu = 1.6176)  | feature_877 (mu = -1.5672)  | feature_365 (mu = -1.7280) | feature_1545 (mu = 2.3995) | feature_866 (mu = 1.6470)   |
| 1     | feature_1307 (mu = 2.6409)  | feature_178 (mu = -1.4110) | feature_1545 (mu = -1.2852) | feature_1545 (mu = -1.9499) | feature_1545 (mu = 1.8626)  | feature_1470 (mu = 0.8961)  | feature_741 (mu = -1.2992) | feature_1470 (mu = 1.3330) | feature_1676 (mu = -1.5245) | feature_741 (mu = 1.6978)  | feature_741 (mu = 1.3710)  | feature_1307 (mu = 1.5002)  |
| 2     | feature_178 (mu = -1.9988)  | feature_741 (mu = 1.2523)  | feature_1307 (mu = -1.0169) | feature_866 (mu = 1.6505)   | feature_178 (mu = 1.5655)   | feature_1545 (mu = 0.8529)  | feature_1949 (mu = 1.0605) | feature_178 (mu = -1.3187) | feature_1307 (mu = 1.4373)  | feature_866 (mu = -1.3616) | feature_178 (mu = -1.3229) | feature_178 (mu = -1.2166)  |
| 3     | feature_1522 (mu = -1.2472) | feature_365 (mu = -1.0626) | feature_1522 (mu = 0.7785)  | feature_741 (mu = -1.1345)  | feature_1522 (mu = 1.4425)  | feature_1307 (mu = 0.7986)  | feature_999 (mu = -1.0369) | feature_1307 (mu = 1.0244) | feature_1545 (mu = -1.0315) | feature_187 (mu = 1.2983)  | feature_187 (mu = 1.1202)  | feature_899 (mu = -1.1245)  |
| 4     | feature_899 (mu = -1.2228)  | feature_877 (mu = 0.9424)  | feature_741 (mu = -0.7284)  | feature_1470 (mu = 0.7502)  | feature_1949 (mu = 1.3202)  | feature_1676 (mu = -0.7461) | feature_877 (mu = -0.9717) | feature_741 (mu = 0.8254)  | feature_866 (mu = 0.8773)   | feature_1307 (mu = 1.2750) | feature_1470 (mu = 1.0345) | feature_1545 (mu = -0.9120) |


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       | 608.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 593.000 |
| Recall                 | 1.000   |
| Precision              | 0.025   |
| F1_Score               | 0.048   |
| Jaccard                | 0.025   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.975   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.296   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 3.289   |

## 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']


 - 608 discovered features:
   ['feature_0', 'feature_1001', 'feature_1012', 'feature_102', 'feature_1021', 'feature_1030', 'feature_1032', 'feature_1037', 'feature_1039', 'feature_104', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_105', 'feature_1051', 'feature_1057', 'feature_1059', 'feature_106', 'feature_1064', 'feature_1067', 'feature_1070', 'feature_1073', 'feature_1078', 'feature_108', 'feature_1080', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_109', 'feature_1091', 'feature_1092', 'feature_1093', 'feature_1095', 'feature_1097', 'feature_11', 'feature_1104', 'feature_1105', 'feature_1106', 'feature_111', 'feature_1112', 'feature_1117', 'feature_1118', 'feature_1121', 'feature_1125', 'feature_1126', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1134', 'feature_1135', 'feature_1137', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1143', 'feature_1147', 'feature_1151', 'feature_1153', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1176', 'feature_1177', 'feature_118', 'feature_1180', 'feature_1182', 'feature_1187', 'feature_1193', 'feature_1198', 'feature_1199', 'feature_12', 'feature_1200', 'feature_1201', 'feature_1203', 'feature_1205', 'feature_1208', 'feature_1209', 'feature_1210', 'feature_1212', 'feature_1216', 'feature_1222', 'feature_1223', 'feature_1225', 'feature_1226', 'feature_1229', 'feature_1234', 'feature_1237', 'feature_1245', 'feature_1248', 'feature_1258', 'feature_1259', 'feature_1264', 'feature_1267', 'feature_1268', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_129', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1304', 'feature_1305', 'feature_1306', 'feature_1307', 'feature_1310', 'feature_1311', 'feature_1315', 'feature_1316', 'feature_1319', 'feature_1321', 'feature_1323', 'feature_1324', 'feature_1325', 'feature_1326', 'feature_133', 'feature_1330', 'feature_1332', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1347', 'feature_1349', 'feature_135', 'feature_1355', 'feature_136', 'feature_1360', 'feature_1363', 'feature_1366', 'feature_1367', 'feature_1371', 'feature_1374', 'feature_1375', 'feature_1377', 'feature_1380', 'feature_1385', 'feature_1386', 'feature_139', 'feature_1391', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1404', 'feature_1409', 'feature_1415', 'feature_1416', 'feature_1417', 'feature_1419', 'feature_1420', 'feature_1421', 'feature_1424', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1440', 'feature_1443', 'feature_1445', 'feature_1450', 'feature_1453', 'feature_1454', 'feature_1469', 'feature_147', 'feature_1470', 'feature_1480', 'feature_1485', 'feature_1487', 'feature_1489', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_150', 'feature_1502', 'feature_1509', 'feature_151', 'feature_1512', 'feature_1515', 'feature_1517', 'feature_1522', 'feature_153', 'feature_1530', 'feature_1532', 'feature_1535', 'feature_1538', 'feature_154', 'feature_1541', 'feature_1545', 'feature_1546', 'feature_1547', 'feature_1548', 'feature_1549', 'feature_1555', 'feature_1556', 'feature_1562', 'feature_1565', 'feature_1566', 'feature_1568', 'feature_1571', 'feature_1575', 'feature_158', 'feature_1581', 'feature_1584', 'feature_1585', 'feature_1590', 'feature_1598', 'feature_16', 'feature_1605', 'feature_161', 'feature_1610', 'feature_1614', 'feature_1616', 'feature_1621', 'feature_1622', 'feature_1624', 'feature_1626', 'feature_1627', 'feature_1629', 'feature_1632', 'feature_1633', 'feature_1634', 'feature_1641', 'feature_1644', 'feature_1649', 'feature_165', 'feature_1652', 'feature_166', 'feature_1660', 'feature_1662', 'feature_1664', 'feature_1676', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1682', 'feature_1692', 'feature_1695', 'feature_1698', 'feature_1699', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1704', 'feature_1705', 'feature_1706', 'feature_171', 'feature_1714', 'feature_1717', 'feature_1719', 'feature_1721', 'feature_1722', 'feature_1723', 'feature_1725', 'feature_1729', 'feature_173', 'feature_1735', 'feature_1737', 'feature_1739', 'feature_1740', 'feature_1741', 'feature_1744', 'feature_1746', 'feature_1747', 'feature_1752', 'feature_1754', 'feature_1755', 'feature_1757', 'feature_1761', 'feature_1763', 'feature_1765', 'feature_1767', 'feature_177', 'feature_1770', 'feature_1773', 'feature_1776', 'feature_1778', 'feature_178', 'feature_1780', 'feature_1781', 'feature_1783', 'feature_1787', 'feature_179', 'feature_1791', 'feature_1794', 'feature_18', 'feature_180', 'feature_1808', 'feature_1816', 'feature_1819', 'feature_1820', 'feature_1821', 'feature_1826', 'feature_1828', 'feature_1832', 'feature_1834', 'feature_1843', 'feature_1844', 'feature_1848', 'feature_1852', 'feature_1857', 'feature_1858', 'feature_1863', 'feature_1864', 'feature_1867', 'feature_1868', 'feature_187', 'feature_1872', 'feature_1875', 'feature_1876', 'feature_1878', 'feature_1881', 'feature_1882', 'feature_1885', 'feature_1889', 'feature_1894', 'feature_1901', 'feature_1902', 'feature_1907', 'feature_1909', 'feature_191', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_192', 'feature_1920', 'feature_1923', 'feature_1929', 'feature_1931', 'feature_1932', 'feature_1934', 'feature_1939', 'feature_194', 'feature_1940', 'feature_1946', 'feature_1949', 'feature_195', 'feature_1950', 'feature_1953', 'feature_1954', 'feature_1960', 'feature_1963', 'feature_1972', 'feature_1975', 'feature_1984', 'feature_1985', 'feature_1987', 'feature_1990', 'feature_1993', 'feature_1998', 'feature_20', 'feature_200', 'feature_205', 'feature_21', 'feature_211', 'feature_212', 'feature_214', 'feature_228', 'feature_24', 'feature_247', 'feature_248', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_256', 'feature_260', 'feature_261', 'feature_263', 'feature_265', 'feature_27', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_28', 'feature_280', 'feature_282', 'feature_285', 'feature_288', 'feature_294', 'feature_298', 'feature_300', 'feature_302', 'feature_304', 'feature_308', 'feature_31', 'feature_311', 'feature_313', 'feature_321', 'feature_322', 'feature_323', 'feature_326', 'feature_33', 'feature_330', 'feature_332', 'feature_337', 'feature_339', 'feature_346', 'feature_348', 'feature_351', 'feature_352', 'feature_36', 'feature_360', 'feature_363', 'feature_364', 'feature_365', 'feature_372', 'feature_373', 'feature_374', 'feature_375', 'feature_377', 'feature_378', 'feature_38', 'feature_383', 'feature_386', 'feature_387', 'feature_394', 'feature_395', 'feature_397', 'feature_398', 'feature_400', 'feature_402', 'feature_406', 'feature_408', 'feature_41', 'feature_412', 'feature_417', 'feature_42', 'feature_420', 'feature_424', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_445', 'feature_448', 'feature_449', 'feature_46', 'feature_460', 'feature_462', 'feature_463', 'feature_473', 'feature_474', 'feature_479', 'feature_481', 'feature_482', 'feature_483', 'feature_485', 'feature_487', 'feature_489', 'feature_495', 'feature_496', 'feature_501', 'feature_504', 'feature_506', 'feature_507', 'feature_51', 'feature_52', 'feature_521', 'feature_523', 'feature_527', 'feature_528', 'feature_534', 'feature_535', 'feature_537', 'feature_54', 'feature_540', 'feature_548', 'feature_551', 'feature_555', 'feature_557', 'feature_561', 'feature_569', 'feature_57', 'feature_574', 'feature_575', 'feature_578', 'feature_580', 'feature_583', 'feature_591', 'feature_592', 'feature_597', 'feature_598', 'feature_605', 'feature_606', 'feature_609', 'feature_616', 'feature_619', 'feature_620', 'feature_633', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_649', 'feature_653', 'feature_659', 'feature_662', 'feature_663', 'feature_665', 'feature_666', 'feature_673', 'feature_675', 'feature_676', 'feature_678', 'feature_694', 'feature_698', 'feature_701', 'feature_703', 'feature_709', 'feature_71', 'feature_719', 'feature_72', 'feature_721', 'feature_722', 'feature_728', 'feature_73', 'feature_735', 'feature_74', 'feature_741', 'feature_747', 'feature_749', 'feature_753', 'feature_760', 'feature_764', 'feature_767', 'feature_770', 'feature_775', 'feature_776', 'feature_78', 'feature_780', 'feature_781', 'feature_789', 'feature_79', 'feature_792', 'feature_798', 'feature_799', 'feature_810', 'feature_815', 'feature_816', 'feature_818', 'feature_824', 'feature_825', 'feature_827', 'feature_829', 'feature_83', 'feature_842', 'feature_857', 'feature_858', 'feature_860', 'feature_862', 'feature_864', 'feature_866', 'feature_871', 'feature_875', 'feature_877', 'feature_884', 'feature_886', 'feature_887', 'feature_888', 'feature_889', 'feature_898', 'feature_899', 'feature_900', 'feature_901', 'feature_909', 'feature_91', 'feature_910', 'feature_911', 'feature_914', 'feature_915', 'feature_916', 'feature_919', 'feature_92', 'feature_921', 'feature_922', 'feature_923', 'feature_926', 'feature_93', 'feature_931', 'feature_939', 'feature_941', 'feature_944', 'feature_948', 'feature_949', 'feature_952', 'feature_954', 'feature_957', 'feature_959', 'feature_96', 'feature_967', 'feature_969', 'feature_972', 'feature_981', 'feature_982', 'feature_983', 'feature_984', 'feature_99', 'feature_995', 'feature_996', 'feature_997', 'feature_999']

 - 0 missed true support features:
   []

 - 593 extra features found (not in true support):
   ['feature_0', 'feature_1001', 'feature_1012', 'feature_102', 'feature_1021', 'feature_1030', 'feature_1032', 'feature_1037', 'feature_1039', 'feature_104', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_105', 'feature_1057', 'feature_1059', 'feature_106', 'feature_1064', 'feature_1067', 'feature_1070', 'feature_1073', 'feature_1078', 'feature_108', 'feature_1080', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_109', 'feature_1091', 'feature_1092', 'feature_1093', 'feature_1095', 'feature_1097', 'feature_11', 'feature_1104', 'feature_1105', 'feature_1106', 'feature_111', 'feature_1112', 'feature_1117', 'feature_1118', 'feature_1121', 'feature_1125', 'feature_1126', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1134', 'feature_1135', 'feature_1137', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1143', 'feature_1147', 'feature_1151', 'feature_1153', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1176', 'feature_1177', 'feature_118', 'feature_1180', 'feature_1182', 'feature_1187', 'feature_1193', 'feature_1198', 'feature_1199', 'feature_12', 'feature_1200', 'feature_1201', 'feature_1203', 'feature_1205', 'feature_1208', 'feature_1209', 'feature_1210', 'feature_1212', 'feature_1216', 'feature_1222', 'feature_1223', 'feature_1225', 'feature_1226', 'feature_1229', 'feature_1234', 'feature_1237', 'feature_1245', 'feature_1248', 'feature_1258', 'feature_1259', 'feature_1264', 'feature_1267', 'feature_1268', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_129', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1297', 'feature_1304', 'feature_1305', 'feature_1306', 'feature_1310', 'feature_1311', 'feature_1315', 'feature_1316', 'feature_1319', 'feature_1321', 'feature_1323', 'feature_1324', 'feature_1325', 'feature_1326', 'feature_133', 'feature_1330', 'feature_1332', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1347', 'feature_1349', 'feature_135', 'feature_1355', 'feature_136', 'feature_1360', 'feature_1363', 'feature_1366', 'feature_1367', 'feature_1371', 'feature_1374', 'feature_1375', 'feature_1377', 'feature_1380', 'feature_1385', 'feature_1386', 'feature_139', 'feature_1391', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1404', 'feature_1409', 'feature_1415', 'feature_1416', 'feature_1417', 'feature_1419', 'feature_1420', 'feature_1421', 'feature_1424', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1440', 'feature_1443', 'feature_1445', 'feature_1450', 'feature_1453', 'feature_1454', 'feature_1469', 'feature_147', 'feature_1480', 'feature_1485', 'feature_1487', 'feature_1489', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_150', 'feature_1502', 'feature_1509', 'feature_151', 'feature_1512', 'feature_1515', 'feature_1517', 'feature_153', 'feature_1530', 'feature_1532', 'feature_1535', 'feature_1538', 'feature_154', 'feature_1541', 'feature_1546', 'feature_1547', 'feature_1548', 'feature_1549', 'feature_1555', 'feature_1556', 'feature_1562', 'feature_1565', 'feature_1566', 'feature_1568', 'feature_1571', 'feature_1575', 'feature_158', 'feature_1581', 'feature_1584', 'feature_1585', 'feature_1590', 'feature_1598', 'feature_16', 'feature_1605', 'feature_161', 'feature_1610', 'feature_1614', 'feature_1616', 'feature_1621', 'feature_1622', 'feature_1624', 'feature_1626', 'feature_1627', 'feature_1629', 'feature_1632', 'feature_1633', 'feature_1634', 'feature_1641', 'feature_1644', 'feature_1649', 'feature_165', 'feature_1652', 'feature_166', 'feature_1660', 'feature_1662', 'feature_1664', 'feature_1678', 'feature_168', 'feature_1680', 'feature_1682', 'feature_1692', 'feature_1695', 'feature_1698', 'feature_1699', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1704', 'feature_1705', 'feature_1706', 'feature_171', 'feature_1714', 'feature_1717', 'feature_1719', 'feature_1721', 'feature_1722', 'feature_1723', 'feature_1725', 'feature_1729', 'feature_173', 'feature_1735', 'feature_1737', 'feature_1739', 'feature_1740', 'feature_1741', 'feature_1744', 'feature_1746', 'feature_1747', 'feature_1752', 'feature_1754', 'feature_1755', 'feature_1757', 'feature_1761', 'feature_1763', 'feature_1765', 'feature_1767', 'feature_177', 'feature_1770', 'feature_1773', 'feature_1776', 'feature_1778', 'feature_1780', 'feature_1781', 'feature_1783', 'feature_1787', 'feature_179', 'feature_1791', 'feature_1794', 'feature_18', 'feature_180', 'feature_1808', 'feature_1816', 'feature_1819', 'feature_1820', 'feature_1821', 'feature_1826', 'feature_1828', 'feature_1832', 'feature_1834', 'feature_1843', 'feature_1844', 'feature_1848', 'feature_1852', 'feature_1857', 'feature_1858', 'feature_1863', 'feature_1864', 'feature_1867', 'feature_1868', 'feature_1872', 'feature_1875', 'feature_1876', 'feature_1878', 'feature_1881', 'feature_1882', 'feature_1885', 'feature_1889', 'feature_1894', 'feature_1901', 'feature_1902', 'feature_1907', 'feature_1909', 'feature_191', 'feature_1910', 'feature_1912', 'feature_1916', 'feature_192', 'feature_1920', 'feature_1923', 'feature_1929', 'feature_1931', 'feature_1932', 'feature_1934', 'feature_1939', 'feature_194', 'feature_1940', 'feature_1946', 'feature_195', 'feature_1950', 'feature_1953', 'feature_1954', 'feature_1960', 'feature_1963', 'feature_1972', 'feature_1975', 'feature_1984', 'feature_1985', 'feature_1987', 'feature_1990', 'feature_1993', 'feature_1998', 'feature_20', 'feature_200', 'feature_205', 'feature_21', 'feature_211', 'feature_212', 'feature_214', 'feature_228', 'feature_24', 'feature_247', 'feature_248', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_256', 'feature_260', 'feature_261', 'feature_263', 'feature_265', 'feature_27', 'feature_271', 'feature_272', 'feature_276', 'feature_277', 'feature_279', 'feature_28', 'feature_280', 'feature_282', 'feature_285', 'feature_288', 'feature_294', 'feature_298', 'feature_300', 'feature_302', 'feature_304', 'feature_308', 'feature_31', 'feature_311', 'feature_313', 'feature_321', 'feature_322', 'feature_323', 'feature_326', 'feature_33', 'feature_330', 'feature_332', 'feature_337', 'feature_339', 'feature_346', 'feature_348', 'feature_351', 'feature_352', 'feature_36', 'feature_360', 'feature_363', 'feature_364', 'feature_372', 'feature_373', 'feature_374', 'feature_375', 'feature_377', 'feature_378', 'feature_38', 'feature_383', 'feature_386', 'feature_387', 'feature_394', 'feature_395', 'feature_397', 'feature_398', 'feature_400', 'feature_402', 'feature_406', 'feature_408', 'feature_41', 'feature_412', 'feature_417', 'feature_42', 'feature_420', 'feature_424', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_445', 'feature_448', 'feature_449', 'feature_46', 'feature_460', 'feature_462', 'feature_463', 'feature_473', 'feature_474', 'feature_479', 'feature_481', 'feature_482', 'feature_483', 'feature_485', 'feature_487', 'feature_489', 'feature_495', 'feature_496', 'feature_501', 'feature_504', 'feature_506', 'feature_507', 'feature_51', 'feature_52', 'feature_521', 'feature_523', 'feature_527', 'feature_528', 'feature_534', 'feature_535', 'feature_537', 'feature_54', 'feature_540', 'feature_548', 'feature_551', 'feature_555', 'feature_557', 'feature_561', 'feature_569', 'feature_57', 'feature_574', 'feature_575', 'feature_578', 'feature_580', 'feature_583', 'feature_591', 'feature_592', 'feature_597', 'feature_598', 'feature_605', 'feature_606', 'feature_609', 'feature_616', 'feature_619', 'feature_620', 'feature_633', 'feature_635', 'feature_637', 'feature_641', 'feature_645', 'feature_649', 'feature_653', 'feature_659', 'feature_662', 'feature_663', 'feature_665', 'feature_666', 'feature_673', 'feature_675', 'feature_676', 'feature_678', 'feature_694', 'feature_698', 'feature_701', 'feature_703', 'feature_709', 'feature_71', 'feature_719', 'feature_72', 'feature_721', 'feature_722', 'feature_728', 'feature_73', 'feature_735', 'feature_74', 'feature_747', 'feature_749', 'feature_753', 'feature_760', 'feature_764', 'feature_767', 'feature_770', 'feature_775', 'feature_776', 'feature_78', 'feature_780', 'feature_781', 'feature_789', 'feature_79', 'feature_792', 'feature_798', 'feature_799', 'feature_810', 'feature_815', 'feature_816', 'feature_818', 'feature_824', 'feature_825', 'feature_827', 'feature_829', 'feature_83', 'feature_842', 'feature_857', 'feature_858', 'feature_860', 'feature_862', 'feature_864', 'feature_871', 'feature_875', 'feature_884', 'feature_886', 'feature_887', 'feature_888', 'feature_889', 'feature_898', 'feature_900', 'feature_901', 'feature_909', 'feature_91', 'feature_910', 'feature_911', 'feature_914', 'feature_915', 'feature_916', 'feature_919', 'feature_92', 'feature_921', 'feature_922', 'feature_923', 'feature_926', 'feature_93', 'feature_931', 'feature_939', 'feature_941', 'feature_944', 'feature_948', 'feature_949', 'feature_952', 'feature_954', 'feature_957', 'feature_959', 'feature_96', 'feature_967', 'feature_969', 'feature_972', 'feature_981', 'feature_982', 'feature_983', 'feature_984', 'feature_99', 'feature_995', 'feature_996', 'feature_997']


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 = 3.1837)   | feature_1307 (mu = 4.3335)  | feature_866 (mu = 1.8576)   | feature_178 (mu = 1.9520)   | feature_1307 (mu = -2.0563) | feature_178 (mu = -1.9930)  | feature_866 (mu = 2.0321)   | feature_877 (mu = 1.6176)   | feature_877 (mu = -1.5672)  | feature_365 (mu = -1.7280)  | feature_1545 (mu = 2.3995)  | feature_866 (mu = 1.6470)   |
| 1     | feature_1307 (mu = 2.6409)  | feature_178 (mu = -1.4110)  | feature_1545 (mu = -1.2852) | feature_1545 (mu = -1.9499) | feature_1545 (mu = 1.8626)  | feature_1470 (mu = 0.8961)  | feature_741 (mu = -1.2992)  | feature_1470 (mu = 1.3330)  | feature_1676 (mu = -1.5245) | feature_741 (mu = 1.6978)   | feature_741 (mu = 1.3710)   | feature_1307 (mu = 1.5002)  |
| 2     | feature_178 (mu = -1.9988)  | feature_741 (mu = 1.2523)   | feature_1307 (mu = -1.0169) | feature_866 (mu = 1.6505)   | feature_178 (mu = 1.5655)   | feature_1545 (mu = 0.8529)  | feature_1949 (mu = 1.0605)  | feature_178 (mu = -1.3187)  | feature_1307 (mu = 1.4373)  | feature_866 (mu = -1.3616)  | feature_178 (mu = -1.3229)  | feature_178 (mu = -1.2166)  |
| 3     | feature_1522 (mu = -1.2472) | feature_365 (mu = -1.0626)  | feature_1522 (mu = 0.7785)  | feature_741 (mu = -1.1345)  | feature_1522 (mu = 1.4425)  | feature_1307 (mu = 0.7986)  | feature_999 (mu = -1.0369)  | feature_1307 (mu = 1.0244)  | feature_1545 (mu = -1.0315) | feature_187 (mu = 1.2983)   | feature_187 (mu = 1.1202)   | feature_899 (mu = -1.1245)  |
| 4     | feature_899 (mu = -1.2228)  | feature_877 (mu = 0.9424)   | feature_741 (mu = -0.7284)  | feature_1470 (mu = 0.7502)  | feature_1949 (mu = 1.3202)  | feature_1676 (mu = -0.7461) | feature_877 (mu = -0.9717)  | feature_741 (mu = 0.8254)   | feature_866 (mu = 0.8773)   | feature_1307 (mu = 1.2750)  | feature_1470 (mu = 1.0345)  | feature_1545 (mu = -0.9120) |
| 5     | feature_877 (mu = -1.0267)  | feature_1676 (mu = -0.6743) | feature_877 (mu = 0.6861)   | feature_877 (mu = -0.6605)  | feature_866 (mu = -1.0555)  | feature_1949 (mu = 0.7416)  | feature_178 (mu = -0.7472)  | feature_899 (mu = -0.8204)  | feature_999 (mu = -0.8462)  | feature_1470 (mu = 1.2692)  | feature_365 (mu = -0.9646)  | feature_1676 (mu = 0.8222)  |
| 6     | feature_187 (mu = 0.9948)   | feature_1545 (mu = 0.6044)  | feature_365 (mu = -0.5255)  | feature_1949 (mu = 0.6285)  | feature_365 (mu = -0.7880)  | feature_899 (mu = -0.4629)  | feature_1470 (mu = 0.5476)  | feature_1051 (mu = -0.7973) | feature_178 (mu = -0.7467)  | feature_1522 (mu = -1.1657) | feature_877 (mu = -0.9612)  | feature_999 (mu = 0.7844)   |
| 7     | feature_741 (mu = 0.8690)   | feature_1051 (mu = -0.4506) | feature_999 (mu = -0.4061)  | feature_1051 (mu = -0.4964) | feature_877 (mu = 0.7685)   | feature_866 (mu = 0.3982)   | feature_899 (mu = -0.4365)  | feature_866 (mu = 0.7224)   | feature_1522 (mu = -0.6058) | feature_899 (mu = -1.1445)  | feature_1051 (mu = 0.8212)  | feature_365 (mu = 0.7747)   |
| 8     | feature_1545 (mu = -0.6030) | feature_1949 (mu = -0.4288) | feature_1949 (mu = -0.3581) | feature_1307 (mu = 0.4057)  | feature_1676 (mu = 0.7669)  | feature_877 (mu = -0.3645)  | feature_365 (mu = 0.3804)   | feature_365 (mu = -0.5499)  | feature_365 (mu = -0.5802)  | feature_1545 (mu = -0.4283) | feature_1676 (mu = -0.6505) | feature_187 (mu = -0.6779)  |
| 9     | feature_999 (mu = 0.5454)   | feature_1522 (mu = -0.3317) | feature_178 (mu = -0.2001)  | feature_999 (mu = -0.3359)  | feature_187 (mu = -0.7129)  | feature_365 (mu = 0.3135)   | feature_187 (mu = 0.2241)   | feature_999 (mu = -0.4817)  | feature_899 (mu = 0.5775)   | feature_877 (mu = -0.4163)  | feature_1949 (mu = 0.5669)  | feature_1051 (mu = -0.6533) |
| 10    | feature_1949 (mu = -0.5398) | feature_866 (mu = -0.2822)  | feature_1676 (mu = 0.1395)  | feature_187 (mu = -0.3073)  | feature_899 (mu = 0.5140)   | feature_1522 (mu = 0.2639)  | feature_1522 (mu = -0.1900) | feature_1676 (mu = -0.4155) | feature_187 (mu = 0.5379)   | feature_178 (mu = -0.3964)  | feature_866 (mu = -0.5041)  | feature_1522 (mu = 0.2683)  |
| 11    | feature_1470 (mu = 0.4816)  | feature_187 (mu = 0.2778)   | feature_1575 (mu = -0.1242) | feature_1522 (mu = -0.2231) | feature_741 (mu = -0.4865)  | feature_1051 (mu = 0.1710)  | feature_1545 (mu = -0.1790) | feature_1545 (mu = 0.3972)  | feature_1470 (mu = 0.4290)  | feature_1051 (mu = -0.3199) | feature_1307 (mu = -0.4657) | feature_741 (mu = -0.2502)  |
| 12    | feature_1087 (mu = -0.2060) | feature_899 (mu = -0.2112)  | feature_899 (mu = -0.1234)  | feature_195 (mu = 0.1639)   | feature_1051 (mu = 0.4355)  | feature_999 (mu = -0.1613)  | feature_1676 (mu = 0.1114)  | feature_187 (mu = 0.3651)   | feature_741 (mu = -0.4200)  | feature_1676 (mu = 0.1366)  | feature_899 (mu = -0.4144)  | feature_1949 (mu = 0.2193)  |
| 13    | feature_25 (mu = -0.1940)   | feature_1470 (mu = 0.1512)  | feature_728 (mu = 0.1086)   | feature_276 (mu = -0.1548)  | feature_888 (mu = -0.2007)  | feature_741 (mu = 0.1456)   | feature_1067 (mu = 0.1069)  | feature_1522 (mu = 0.2946)  | feature_1949 (mu = 0.2519)  | feature_999 (mu = -0.1289)  | feature_195 (mu = -0.1671)  | feature_25 (mu = -0.1648)   |
| 14    | feature_1931 (mu = 0.1927)  | feature_999 (mu = -0.1400)  | feature_1470 (mu = 0.1077)  | feature_1258 (mu = -0.1493) | feature_195 (mu = -0.1869)  | feature_944 (mu = 0.1179)   | feature_161 (mu = 0.1019)   | feature_1949 (mu = -0.1408) | feature_1051 (mu = 0.2460)  | feature_1949 (mu = 0.1233)  | feature_728 (mu = -0.1521)  | feature_195 (mu = 0.1595)   |
| 15    | feature_161 (mu = 0.1922)   | feature_775 (mu = 0.1180)   | feature_673 (mu = 0.1055)   | feature_1360 (mu = 0.1490)  | feature_161 (mu = -0.1776)  | feature_1138 (mu = 0.1098)  | feature_250 (mu = 0.0954)   | feature_397 (mu = -0.0661)  | feature_195 (mu = 0.1342)   | feature_637 (mu = -0.0596)  | feature_435 (mu = 0.1430)   | feature_161 (mu = 0.1453)   |
| 16    | feature_195 (mu = 0.1920)   | feature_1816 (mu = 0.1047)  | feature_1360 (mu = 0.1055)  | feature_25 (mu = -0.1445)   | feature_1087 (mu = 0.1732)  | feature_810 (mu = -0.1051)  | feature_1916 (mu = 0.0949)  | feature_775 (mu = 0.0580)   | feature_1258 (mu = -0.1225) | feature_400 (mu = -0.0570)  | feature_1234 (mu = -0.1401) | feature_1931 (mu = 0.1443)  |
| 17    | feature_1284 (mu = 0.1908)  | feature_479 (mu = -0.1022)  | feature_1939 (mu = 0.0989)  | feature_728 (mu = 0.1401)   | feature_1438 (mu = 0.1615)  | feature_12 (mu = -0.1031)   | feature_1605 (mu = 0.0927)  | feature_764 (mu = -0.0564)  | feature_1198 (mu = 0.1179)  | feature_1125 (mu = 0.0528)  | feature_332 (mu = -0.1381)  | feature_1858 (mu = 0.1399)  |
| 18    | feature_1198 (mu = 0.1903)  | feature_915 (mu = 0.0982)   | feature_1725 (mu = -0.0979) | feature_899 (mu = -0.1332)  | feature_507 (mu = -0.1597)  | feature_288 (mu = 0.0928)   | feature_180 (mu = 0.0922)   | feature_583 (mu = -0.0531)  | feature_1284 (mu = 0.1151)  | feature_271 (mu = -0.0489)  | feature_1360 (mu = -0.1355) | feature_394 (mu = 0.1388)   |
| 19    | feature_12 (mu = -0.1839)   | feature_1946 (mu = -0.0964) | feature_1324 (mu = 0.0958)  | feature_111 (mu = 0.1286)   | feature_463 (mu = 0.1582)   | feature_435 (mu = 0.0915)   | feature_25 (mu = -0.0919)   | feature_1678 (mu = -0.0522) | feature_373 (mu = -0.1086)  | feature_1271 (mu = -0.0484) | feature_858 (mu = -0.1296)  | feature_250 (mu = 0.1336)   |
| 20    | feature_373 (mu = -0.1795)  | feature_1286 (mu = 0.0942)  | feature_1283 (mu = 0.0945)  | feature_1584 (mu = -0.1252) | feature_179 (mu = 0.1574)   | feature_473 (mu = 0.0913)   | feature_888 (mu = 0.0910)   | feature_1095 (mu = 0.0512)  | feature_25 (mu = -0.1070)   | feature_597 (mu = 0.0460)   | feature_0 (mu = 0.1291)     | feature_1198 (mu = 0.1302)  |
| 21    | feature_645 (mu = 0.1794)   | feature_1304 (mu = 0.0931)  | feature_1770 (mu = -0.0923) | feature_941 (mu = -0.1227)  | feature_1875 (mu = 0.1554)  | feature_1725 (mu = 0.0894)  | feature_609 (mu = 0.0891)   | feature_111 (mu = -0.0496)  | feature_1087 (mu = -0.1059) | feature_862 (mu = -0.0459)  | feature_914 (mu = -0.1249)  | feature_1330 (mu = 0.1293)  |
| 22    | feature_1676 (mu = -0.1788) | feature_1826 (mu = -0.0916) | feature_984 (mu = -0.0918)  | feature_605 (mu = 0.1224)   | feature_1575 (mu = 0.1546)  | feature_591 (mu = 0.0887)   | feature_1566 (mu = 0.0891)  | feature_250 (mu = -0.0496)  | feature_161 (mu = 0.1055)   | feature_250 (mu = -0.0456)  | feature_473 (mu = 0.1234)   | feature_888 (mu = 0.1291)   |
| 23    | feature_394 (mu = 0.1774)   | feature_578 (mu = -0.0903)  | feature_372 (mu = 0.0914)   | feature_1198 (mu = 0.1217)  | feature_916 (mu = 0.1535)   | feature_1121 (mu = 0.0884)  | feature_1198 (mu = 0.0886)  | feature_703 (mu = -0.0494)  | feature_1931 (mu = 0.1041)  | feature_363 (mu = 0.0444)   | feature_288 (mu = 0.1231)   | feature_373 (mu = -0.1281)  |
| 24    | feature_888 (mu = 0.1754)   | feature_280 (mu = 0.0886)   | feature_735 (mu = 0.0910)   | feature_332 (mu = 0.1214)   | feature_673 (mu = -0.1503)  | feature_1950 (mu = 0.0873)  | feature_474 (mu = -0.0862)  | feature_1562 (mu = -0.0494) | feature_1950 (mu = 0.1041)  | feature_1791 (mu = -0.0444) | feature_51 (mu = -0.1224)   | feature_332 (mu = 0.1271)   |
| 25    | feature_1916 (mu = 0.1748)  | feature_73 (mu = -0.0869)   | feature_1828 (mu = 0.0906)  | feature_1770 (mu = -0.1205) | feature_1284 (mu = -0.1500) | feature_728 (mu = -0.0862)  | feature_645 (mu = 0.0861)   | feature_1585 (mu = -0.0492) | feature_394 (mu = 0.1032)   | feature_397 (mu = -0.0436)  | feature_426 (mu = 0.1215)   | feature_42 (mu = -0.1257)   |
| 26    | feature_1293 (mu = -0.1738) | feature_926 (mu = -0.0862)  | feature_1226 (mu = 0.0889)  | feature_1940 (mu = -0.1193) | feature_1293 (mu = 0.1448)  | feature_1067 (mu = 0.0850)  | feature_1931 (mu = 0.0835)  | feature_1512 (mu = 0.0483)  | feature_1293 (mu = -0.1032) | feature_485 (mu = 0.0435)   | feature_605 (mu = -0.1197)  | feature_1284 (mu = 0.1255)  |
| 27    | feature_1858 (mu = 0.1731)  | feature_425 (mu = 0.0861)   | feature_1794 (mu = 0.0887)  | feature_42 (mu = -0.1188)   | feature_1324 (mu = -0.1445) | feature_860 (mu = -0.0848)  | feature_1371 (mu = -0.0833) | feature_1857 (mu = 0.0481)  | feature_1396 (mu = -0.1026) | feature_921 (mu = -0.0417)  | feature_673 (mu = -0.1195)  | feature_1702 (mu = -0.1253) |
| 28    | feature_1396 (mu = -0.1727) | feature_12 (mu = -0.0856)   | feature_363 (mu = -0.0884)  | feature_504 (mu = -0.1165)  | feature_645 (mu = -0.1405)  | feature_931 (mu = 0.0845)   | feature_862 (mu = 0.0828)   | feature_96 (mu = -0.0479)   | feature_1073 (mu = 0.1014)  | feature_33 (mu = -0.0414)   | feature_276 (mu = 0.1192)   | feature_1605 (mu = 0.1242)  |
| 29    | feature_1258 (mu = -0.1721) | feature_810 (mu = -0.0854)  | feature_1248 (mu = 0.0879)  | feature_969 (mu = 0.1157)   | feature_922 (mu = 0.1398)   | feature_609 (mu = 0.0844)   | feature_1087 (mu = -0.0827) | feature_1489 (mu = -0.0477) | feature_1757 (mu = 0.1004)  | feature_180 (mu = -0.0413)  | feature_1292 (mu = -0.1188) | feature_1087 (mu = -0.1242) |
| 30    | feature_1438 (mu = -0.1716) | feature_1556 (mu = -0.0853) | feature_1695 (mu = 0.0876)  | feature_1530 (mu = -0.1148) | feature_1605 (mu = -0.1394) | feature_1080 (mu = -0.0840) | feature_179 (mu = -0.0825)  | feature_1332 (mu = -0.0471) | feature_884 (mu = 0.0994)   | feature_1632 (mu = 0.0410)  | feature_463 (mu = 0.1176)   | feature_580 (mu = -0.1235)  |
| 31    | feature_1492 (mu = 0.1679)  | feature_255 (mu = 0.0847)   | feature_1598 (mu = -0.0872) | feature_426 (mu = -0.1147)  | feature_1396 (mu = 0.1359)  | feature_372 (mu = -0.0834)  | feature_1209 (mu = 0.0824)  | feature_255 (mu = 0.0470)   | feature_1438 (mu = -0.0988) | feature_1338 (mu = 0.0405)  | feature_540 (mu = 0.1156)   | feature_1634 (mu = 0.1194)  |
| 32    | feature_250 (mu = 0.1668)   | feature_1087 (mu = -0.0847) | feature_1141 (mu = -0.0872) | feature_1283 (mu = 0.1144)  | feature_1310 (mu = -0.1356) | feature_11 (mu = -0.0830)   | feature_922 (mu = -0.0823)  | feature_351 (mu = 0.0467)   | feature_441 (mu = 0.0986)   | feature_871 (mu = -0.0401)  | feature_1555 (mu = -0.1145) | feature_1293 (mu = -0.1193) |
| 33    | feature_825 (mu = -0.1659)  | feature_1046 (mu = -0.0833) | feature_106 (mu = -0.0865)  | feature_1931 (mu = 0.1131)  | feature_1330 (mu = -0.1354) | feature_701 (mu = -0.0829)  | feature_810 (mu = -0.0820)  | feature_1985 (mu = -0.0464) | feature_1858 (mu = 0.0984)  | feature_279 (mu = -0.0399)  | feature_1575 (mu = 0.1140)  | feature_180 (mu = 0.1193)   |
| 34    | feature_580 (mu = -0.1655)  | feature_129 (mu = -0.0830)  | feature_1245 (mu = -0.0859) | feature_1454 (mu = 0.1113)  | feature_1419 (mu = -0.1350) | feature_51 (mu = -0.0815)   | feature_591 (mu = 0.0818)   | feature_749 (mu = 0.0461)   | feature_578 (mu = -0.0976)  | feature_1910 (mu = -0.0399) | feature_1324 (mu = -0.1120) | feature_1584 (mu = -0.1186) |
| 35    | feature_1547 (mu = -0.1649) | feature_1875 (mu = -0.0825) | feature_1863 (mu = 0.0857)  | feature_1515 (mu = 0.1108)  | feature_332 (mu = -0.1346)  | feature_135 (mu = 0.0802)   | feature_442 (mu = 0.0815)   | feature_1816 (mu = 0.0460)  | feature_1367 (mu = -0.0973) | feature_364 (mu = -0.0396)  | feature_504 (mu = 0.1119)   | feature_645 (mu = 0.1171)   |
| 36    | feature_1566 (mu = 0.1647)  | feature_722 (mu = -0.0818)  | feature_1515 (mu = 0.0853)  | feature_304 (mu = 0.1106)   | feature_151 (mu = -0.1334)  | feature_1385 (mu = 0.0800)  | feature_1284 (mu = 0.0811)  | feature_815 (mu = 0.0458)   | feature_106 (mu = -0.0972)  | feature_304 (mu = -0.0394)  | feature_1522 (mu = -0.1117) | feature_179 (mu = -0.1170)  |
| 37    | feature_180 (mu = 0.1630)   | feature_914 (mu = 0.0817)   | feature_1380 (mu = -0.0832) | feature_1234 (mu = 0.1103)  | feature_1634 (mu = -0.1326) | feature_1176 (mu = 0.0792)  | feature_394 (mu = 0.0807)   | feature_701 (mu = 0.0455)   | feature_180 (mu = 0.0967)   | feature_294 (mu = -0.0391)  | feature_1584 (mu = 0.1102)  | feature_1367 (mu = -0.1168) |
| 38    | feature_463 (mu = -0.1611)  | feature_1310 (mu = 0.0816)  | feature_1568 (mu = 0.0808)  | feature_1480 (mu = 0.1100)  | feature_321 (mu = 0.1322)   | feature_1292 (mu = -0.0789) | feature_1881 (mu = -0.0779) | feature_1972 (mu = 0.0452)  | feature_12 (mu = -0.0963)   | feature_1566 (mu = -0.0383) | feature_375 (mu = 0.1095)   | feature_825 (mu = -0.1167)  |
| 39    | feature_1780 (mu = 0.1606)  | feature_96 (mu = -0.0813)   | feature_1316 (mu = -0.0807) | feature_1338 (mu = -0.1096) | feature_25 (mu = 0.1319)    | feature_1909 (mu = -0.0788) | feature_1652 (mu = -0.0773) | feature_1834 (mu = -0.0449) | feature_1916 (mu = 0.0960)  | feature_448 (mu = -0.0381)  | feature_1162 (mu = -0.1090) | feature_448 (mu = 0.1163)   |
| 40    | feature_1264 (mu = 0.1599)  | feature_1757 (mu = 0.0813)  | feature_0 (mu = -0.0802)    | feature_144 (mu = 0.1091)   | feature_441 (mu = -0.1317)  | feature_770 (mu = 0.0784)   | feature_448 (mu = 0.0771)   | feature_982 (mu = 0.0446)   | feature_1118 (mu = -0.0958) | feature_109 (mu = -0.0379)  | feature_99 (mu = -0.1084)   | feature_916 (mu = -0.1162)  |
| 41    | feature_1584 (mu = -0.1595) | feature_298 (mu = -0.0802)  | feature_1200 (mu = -0.0800) | feature_1744 (mu = 0.1091)  | feature_426 (mu = 0.1309)   | feature_598 (mu = -0.0774)  | feature_1293 (mu = -0.0771) | feature_1953 (mu = 0.0445)  | feature_1940 (mu = -0.0957) | feature_1963 (mu = 0.0378)  | feature_1138 (mu = 0.1081)  | feature_1258 (mu = -0.1161) |
| 42    | feature_1112 (mu = 0.1590)  | feature_445 (mu = 0.0800)   | feature_770 (mu = -0.0793)  | feature_0 (mu = -0.1084)    | feature_1039 (mu = 0.1304)  | feature_1706 (mu = 0.0769)  | feature_1858 (mu = 0.0764)  | feature_1117 (mu = 0.0445)  | feature_250 (mu = 0.0951)   | feature_1001 (mu = 0.0378)  | feature_1954 (mu = -0.1062) | feature_1547 (mu = -0.1157) |
| 43    | feature_916 (mu = -0.1575)  | feature_825 (mu = -0.0793)  | feature_569 (mu = -0.0792)  | feature_673 (mu = 0.1083)   | feature_1112 (mu = -0.1302) | feature_1954 (mu = -0.0759) | feature_1438 (mu = -0.0762) | feature_406 (mu = 0.0443)   | feature_1112 (mu = 0.0950)  | feature_1237 (mu = -0.0377) | feature_1875 (mu = 0.1054)  | feature_1438 (mu = -0.1156) |
| 44    | feature_1702 (mu = -0.1566) | feature_1158 (mu = -0.0788) | feature_1746 (mu = 0.0791)  | feature_1324 (mu = 0.1073)  | feature_253 (mu = -0.1274)  | feature_1021 (mu = 0.0756)  | feature_54 (mu = 0.0757)    | feature_387 (mu = -0.0443)  | feature_42 (mu = -0.0947)   | feature_1649 (mu = 0.0376)  | feature_1283 (mu = -0.1048) | feature_1264 (mu = 0.1141)  |
| 45    | feature_441 (mu = 0.1559)   | feature_1126 (mu = -0.0786) | feature_1490 (mu = 0.0782)  | feature_179 (mu = -0.1067)  | feature_1258 (mu = 0.1274)  | feature_1605 (mu = 0.0751)  | feature_1629 (mu = 0.0754)  | feature_1783 (mu = 0.0439)  | feature_332 (mu = 0.0944)   | None                        | feature_42 (mu = 0.1040)    | feature_1203 (mu = 0.1131)  |
| 46    | feature_1360 (mu = 0.1559)  | feature_83 (mu = 0.0784)    | feature_1660 (mu = -0.0780) | feature_373 (mu = -0.1066)  | feature_42 (mu = 0.1268)    | feature_1581 (mu = -0.0750) | feature_106 (mu = -0.0749)  | feature_1319 (mu = -0.0436) | feature_916 (mu = -0.0944)  | None                        | feature_944 (mu = 0.1034)   | feature_12 (mu = -0.1131)   |
| 47    | feature_1757 (mu = 0.1549)  | feature_1832 (mu = -0.0777) | feature_25 (mu = -0.0778)   | feature_114 (mu = -0.1066)  | feature_1363 (mu = 0.1266)  | feature_799 (mu = -0.0739)  | feature_635 (mu = -0.0747)  | feature_1417 (mu = -0.0433) | feature_609 (mu = 0.0939)   | None                        | feature_653 (mu = -0.1034)  | feature_463 (mu = -0.1124)  |
| 48    | feature_332 (mu = 0.1545)   | feature_580 (mu = -0.0771)  | feature_981 (mu = 0.0778)   | feature_1295 (mu = 0.1066)  | feature_1787 (mu = 0.1253)  | feature_1502 (mu = -0.0735) | feature_1367 (mu = -0.0744) | feature_105 (mu = -0.0433)  | feature_417 (mu = 0.0937)   | None                        | feature_1258 (mu = 0.1032)  | feature_1492 (mu = 0.1105)  |
| 49    | feature_1605 (mu = 0.1541)  | feature_1089 (mu = 0.0763)  | feature_1340 (mu = -0.0776) | feature_265 (mu = -0.1062)  | feature_1492 (mu = -0.1252) | feature_1409 (mu = -0.0733) | feature_580 (mu = -0.0743)  | feature_818 (mu = -0.0432)  | feature_1264 (mu = 0.0932)  | None                        | feature_1695 (mu = -0.1031) | feature_1916 (mu = 0.1105)  |
| 50    | feature_1940 (mu = -0.1531) | feature_1706 (mu = 0.0757)  | feature_1001 (mu = -0.0775) | feature_540 (mu = -0.1058)  | feature_1702 (mu = 0.1252)  | feature_1325 (mu = 0.0733)  | feature_916 (mu = -0.0743)  | feature_462 (mu = -0.0431)  | feature_460 (mu = 0.0930)   | None                        | feature_1702 (mu = 0.1028)  | feature_1398 (mu = 0.1101)  |
| 51    | feature_426 (mu = -0.1528)  | feature_888 (mu = 0.0757)   | feature_645 (mu = 0.0772)   | feature_1565 (mu = -0.1053) | feature_939 (mu = -0.1246)  | feature_118 (mu = 0.0732)   | feature_1780 (mu = 0.0740)  | feature_78 (mu = 0.0429)    | feature_1585 (mu = 0.0922)  | None                        | feature_179 (mu = 0.1027)   | feature_1324 (mu = 0.1100)  |
| 52    | feature_365 (mu = -0.1508)  | feature_24 (mu = 0.0757)    | feature_1117 (mu = 0.0770)  | feature_1396 (mu = -0.1053) | feature_1490 (mu = -0.1246) | feature_71 (mu = -0.0730)   | feature_1385 (mu = 0.0740)  | feature_1360 (mu = -0.0428) | feature_580 (mu = -0.0912)  | None                        | feature_1205 (mu = 0.1016)  | feature_426 (mu = -0.1097)  |
| 53    | feature_1295 (mu = 0.1501)  | feature_195 (mu = 0.0757)   | feature_1875 (mu = -0.0770) | feature_1575 (mu = -0.1049) | feature_1163 (mu = 0.1240)  | feature_1030 (mu = -0.0730) | feature_271 (mu = 0.0728)   | feature_1993 (mu = -0.0428) | feature_1530 (mu = -0.0910) | None                        | feature_1701 (mu = -0.1015) | feature_321 (mu = -0.1085)  |
| 54    | feature_1875 (mu = -0.1500) | feature_1929 (mu = -0.0755) | feature_1632 (mu = -0.0767) | feature_1894 (mu = -0.1047) | feature_1097 (mu = 0.1239)  | feature_1780 (mu = 0.0729)  | feature_1547 (mu = -0.0717) | feature_1445 (mu = -0.0427) | feature_1852 (mu = 0.0894)  | None                        | feature_1923 (mu = -0.1007) | feature_158 (mu = -0.1085)  |
| 55    | feature_1575 (mu = -0.1477) | feature_1097 (mu = -0.0752) | feature_504 (mu = -0.0767)  | feature_180 (mu = 0.1041)   | feature_1420 (mu = 0.1237)  | feature_1162 (mu = -0.0728) | feature_1702 (mu = -0.0717) | feature_425 (mu = 0.0426)   | feature_1781 (mu = 0.0893)  | None                        | feature_1443 (mu = 0.1006)  | feature_441 (mu = 0.1084)   |
| 56    | feature_609 (mu = 0.1471)   | feature_441 (mu = 0.0752)   | feature_261 (mu = 0.0764)   | feature_194 (mu = 0.1037)   | feature_1283 (mu = -0.1233) | feature_250 (mu = 0.0726)   | feature_12 (mu = -0.0713)   | feature_1719 (mu = 0.0425)  | feature_165 (mu = 0.0891)   | None                        | feature_74 (mu = 0.1004)    | feature_1360 (mu = 0.1082)  |
| 57    | feature_321 (mu = -0.1463)  | feature_1975 (mu = 0.0748)  | feature_1386 (mu = 0.0761)  | feature_151 (mu = 0.1035)   | feature_479 (mu = 0.1231)   | feature_1374 (mu = 0.0724)  | feature_1808 (mu = -0.0710) | feature_649 (mu = 0.0424)   | feature_212 (mu = 0.0884)   | None                        | feature_1940 (mu = 0.0999)  | feature_1112 (mu = 0.1078)  |
| 58    | feature_862 (mu = 0.1456)   | feature_760 (mu = 0.0747)   | feature_1678 (mu = -0.0757) | feature_1439 (mu = 0.1034)  | feature_1632 (mu = 0.1221)  | feature_981 (mu = -0.0713)  | feature_521 (mu = 0.0708)   | feature_1664 (mu = -0.0421) | feature_983 (mu = 0.0883)   | None                        | feature_1032 (mu = 0.0995)  | feature_578 (mu = -0.1075)  |
| 59    | feature_179 (mu = -0.1456)  | feature_781 (mu = 0.0743)   | feature_1271 (mu = 0.0754)  | feature_1093 (mu = -0.1026) | feature_12 (mu = 0.1218)    | feature_767 (mu = 0.0711)   | feature_1374 (mu = 0.0707)  | feature_605 (mu = -0.0421)  | feature_1492 (mu = 0.0881)  | None                        | feature_889 (mu = 0.0991)   | feature_1493 (mu = -0.1069) |
| 60    | feature_507 (mu = 0.1451)   | feature_1614 (mu = -0.0741) | feature_944 (mu = -0.0748)  | feature_394 (mu = 0.1024)   | feature_569 (mu = 0.1214)   | feature_1349 (mu = 0.0706)  | feature_798 (mu = 0.0707)   | feature_91 (mu = 0.0416)    | feature_1808 (mu = -0.0880) | None                        | feature_1934 (mu = 0.0985)  | feature_1780 (mu = 0.1067)  |
| 61    | feature_810 (mu = -0.1446)  | feature_1723 (mu = -0.0739) | feature_1701 (mu = 0.0747)  | feature_1923 (mu = 0.1019)  | feature_1264 (mu = -0.1211) | feature_653 (mu = -0.0703)  | feature_1264 (mu = 0.0704)  | feature_364 (mu = -0.0416)  | feature_1920 (mu = -0.0879) | None                        | feature_1439 (mu = -0.0980) | feature_1118 (mu = -0.1049) |
| 62    | feature_42 (mu = -0.1441)   | feature_1416 (mu = 0.0739)  | feature_304 (mu = 0.0743)   | feature_1761 (mu = 0.1011)  | feature_495 (mu = -0.1209)  | feature_959 (mu = 0.0702)   | feature_321 (mu = -0.0702)  | feature_1826 (mu = -0.0415) | feature_910 (mu = 0.0877)   | None                        | feature_816 (mu = -0.0977)  | feature_106 (mu = -0.1049)  |
| 63    | feature_448 (mu = 0.1437)   | feature_285 (mu = 0.0738)   | feature_997 (mu = -0.0743)  | feature_1765 (mu = 0.1010)  | feature_580 (mu = 0.1208)   | feature_1306 (mu = -0.0698) | feature_1490 (mu = 0.0700)  | feature_73 (mu = -0.0415)   | feature_776 (mu = -0.0871)  | None                        | feature_1770 (mu = 0.0972)  | feature_1940 (mu = -0.1045) |
| 64    | feature_165 (mu = 0.1427)   | feature_133 (mu = -0.0738)  | feature_1223 (mu = -0.0740) | feature_168 (mu = -0.1004)  | feature_825 (mu = 0.1206)   | feature_1848 (mu = -0.0697) | feature_1549 (mu = -0.0699) | feature_323 (mu = -0.0414)  | feature_1493 (mu = -0.0870) | None                        | feature_91 (mu = 0.0970)    | feature_1757 (mu = 0.1040)  |
| 65    | feature_922 (mu = -0.1424)  | feature_109 (mu = -0.0736)  | feature_911 (mu = 0.0737)   | feature_402 (mu = -0.1002)  | feature_722 (mu = 0.1203)   | feature_1692 (mu = 0.0694)  | feature_42 (mu = -0.0697)   | feature_1515 (mu = -0.0409) | feature_276 (mu = -0.0865)  | None                        | feature_969 (mu = -0.0968)  | feature_1770 (mu = -0.1030) |
| 66    | feature_212 (mu = 0.1422)   | feature_1634 (mu = 0.0731)  | feature_967 (mu = 0.0728)   | feature_1735 (mu = 0.0985)  | feature_1470 (mu = -0.1195) | feature_496 (mu = 0.0692)   | feature_72 (mu = -0.0697)   | feature_1193 (mu = 0.0409)  | feature_922 (mu = -0.0863)  | None                        | feature_1621 (mu = -0.0963) | feature_1920 (mu = -0.1026) |
| 67    | feature_551 (mu = -0.1421)  | feature_1998 (mu = 0.0729)  | feature_313 (mu = -0.0728)  | feature_619 (mu = -0.0974)  | feature_1946 (mu = 0.1193)  | feature_150 (mu = 0.0687)   | feature_507 (mu = 0.0693)   | feature_21 (mu = 0.0407)    | feature_957 (mu = 0.0863)   | None                        | feature_735 (mu = -0.0962)  | feature_474 (mu = -0.1025)  |
| 68    | feature_578 (mu = -0.1412)  | feature_481 (mu = -0.0729)  | feature_463 (mu = -0.0726)  | feature_527 (mu = -0.0974)  | feature_557 (mu = 0.1189)   | feature_1755 (mu = -0.0683) | feature_1210 (mu = 0.0691)  | feature_1532 (mu = 0.0406)  | feature_426 (mu = -0.0861)  | None                        | feature_1735 (mu = -0.0958) | feature_1283 (mu = 0.1025)  |
| 69    | feature_1490 (mu = 0.1410)  | feature_118 (mu = 0.0728)   | feature_473 (mu = -0.0723)  | feature_1417 (mu = 0.0972)  | feature_302 (mu = 0.1183)   | feature_1932 (mu = 0.0678)  | feature_825 (mu = -0.0691)  | feature_637 (mu = -0.0406)  | feature_1787 (mu = -0.0860) | None                        | feature_1200 (mu = 0.0949)  | feature_212 (mu = 0.1022)   |
| 70    | feature_474 (mu = -0.1406)  | feature_620 (mu = -0.0727)  | feature_1177 (mu = 0.0722)  | feature_1438 (mu = -0.0970) | feature_1132 (mu = -0.1178) | feature_46 (mu = 0.0674)    | feature_1876 (mu = 0.0689)  | feature_1565 (mu = 0.0405)  | feature_248 (mu = -0.0859)  | None                        | feature_981 (mu = -0.0944)  | feature_1875 (mu = -0.1021) |
| 71    | feature_1398 (mu = 0.1405)  | feature_1284 (mu = 0.0727)  | feature_332 (mu = 0.0720)   | feature_1073 (mu = 0.0968)  | feature_144 (mu = -0.1176)  | feature_375 (mu = 0.0670)   | feature_1315 (mu = 0.0689)  | feature_1832 (mu = -0.0404) | feature_825 (mu = -0.0855)  | None                        | feature_1437 (mu = 0.0943)  | feature_31 (mu = 0.1020)    |
| 72    | feature_1118 (mu = -0.1402) | feature_337 (mu = 0.0727)   | feature_33 (mu = 0.0719)    | feature_662 (mu = 0.0965)   | feature_1826 (mu = 0.1170)  | feature_954 (mu = -0.0665)  | feature_1492 (mu = 0.0688)  | feature_280 (mu = 0.0404)   | feature_1547 (mu = -0.0848) | None                        | feature_842 (mu = -0.0943)  | feature_810 (mu = -0.1017)  |
| 73    | feature_1203 (mu = 0.1399)  | feature_1112 (mu = 0.0724)  | feature_57 (mu = -0.0716)   | feature_569 (mu = -0.0962)  | feature_1940 (mu = 0.1168)  | feature_1876 (mu = 0.0664)  | feature_1781 (mu = 0.0687)  | feature_214 (mu = -0.0404)  | feature_1360 (mu = 0.0848)  | None                        | feature_916 (mu = 0.0939)   | feature_165 (mu = 0.1014)   |
| 74    | feature_1330 (mu = 0.1395)  | feature_1080 (mu = -0.0721) | feature_1571 (mu = 0.0716)  | feature_535 (mu = -0.0962)  | feature_0 (mu = 0.1166)     | feature_211 (mu = -0.0663)  | feature_1556 (mu = -0.0687) | None                        | feature_721 (mu = 0.0847)   | None                        | feature_1692 (mu = 0.0932)  | feature_248 (mu = -0.1010)  |
| 75    | feature_1781 (mu = 0.1389)  | feature_548 (mu = 0.0720)   | feature_426 (mu = -0.0713)  | feature_675 (mu = -0.0961)  | feature_1360 (mu = -0.1163) | feature_1698 (mu = 0.0660)  | feature_673 (mu = 0.0685)   | None                        | feature_1454 (mu = 0.0844)  | None                        | feature_1565 (mu = 0.0931)  | feature_200 (mu = 0.1006)   |
| 76    | feature_360 (mu = 0.1387)   | feature_1901 (mu = -0.0719) | feature_144 (mu = 0.0712)   | feature_1268 (mu = 0.0959)  | feature_1740 (mu = 0.1162)  | feature_1889 (mu = -0.0659) | feature_561 (mu = -0.0685)  | None                        | feature_1132 (mu = 0.0844)  | None                        | feature_1321 (mu = -0.0929) | feature_1975 (mu = 0.0998)  |
| 77    | feature_106 (mu = -0.1385)  | feature_408 (mu = -0.0718)  | feature_195 (mu = 0.0711)   | feature_1037 (mu = -0.0954) | feature_106 (mu = 0.1159)   | feature_1377 (mu = 0.0659)  | feature_1330 (mu = 0.0676)  | None                        | feature_860 (mu = -0.0838)  | None                        | feature_1092 (mu = 0.0927)  | feature_1104 (mu = -0.0997) |
| 78    | feature_460 (mu = 0.1384)   | feature_555 (mu = -0.0717)  | feature_507 (mu = 0.0707)   | feature_1375 (mu = 0.0952)  | feature_780 (mu = -0.1157)  | feature_678 (mu = 0.0658)   | feature_1258 (mu = -0.0675) | None                        | feature_1721 (mu = 0.0836)  | None                        | feature_104 (mu = 0.0927)   | feature_662 (mu = 0.0994)   |
| 79    | feature_1367 (mu = -0.1381) | feature_1070 (mu = -0.0716) | feature_858 (mu = 0.0704)   | feature_721 (mu = 0.0952)   | feature_420 (mu = -0.1157)  | feature_842 (mu = -0.0656)  | feature_311 (mu = 0.0675)   | None                        | feature_1339 (mu = -0.0834) | None                        | feature_147 (mu = 0.0926)   | feature_722 (mu = -0.0988)  |
| 80    | feature_521 (mu = 0.1379)   | feature_348 (mu = -0.0716)  | feature_1538 (mu = 0.0703)  | feature_99 (mu = 0.0949)    | feature_1920 (mu = 0.1154)  | feature_247 (mu = 0.0655)   | feature_1398 (mu = 0.0674)  | None                        | feature_1584 (mu = -0.0833) | None                        | feature_770 (mu = 0.0925)   | feature_72 (mu = -0.0983)   |
| 81    | feature_205 (mu = -0.1376)  | feature_277 (mu = 0.0715)   | feature_300 (mu = -0.0703)  | feature_1868 (mu = -0.0948) | feature_1391 (mu = -0.1153) | feature_537 (mu = -0.0653)  | feature_373 (mu = -0.0673)  | None                        | feature_1439 (mu = 0.0830)  | None                        | feature_1783 (mu = -0.0921) | feature_569 (mu = -0.0979)  |
| 82    | feature_1721 (mu = 0.1363)  | feature_1626 (mu = 0.0714)  | feature_1714 (mu = 0.0700)  | feature_485 (mu = -0.0942)  | feature_862 (mu = -0.1149)  | feature_574 (mu = 0.0644)   | feature_1632 (mu = -0.0673) | None                        | feature_205 (mu = -0.0823)  | None                        | feature_1864 (mu = -0.0919) | feature_1644 (mu = -0.0979) |
| 83    | feature_1245 (mu = -0.1360) | feature_1910 (mu = -0.0713) | feature_1776 (mu = -0.0699) | feature_1662 (mu = 0.0942)  | feature_1652 (mu = 0.1147)  | feature_858 (mu = -0.0643)  | feature_1307 (mu = 0.0669)  | None                        | feature_1703 (mu = 0.0823)  | None                        | feature_1259 (mu = -0.0916) | feature_909 (mu = 0.0976)   |
| 84    | feature_574 (mu = 0.1359)   | feature_1305 (mu = -0.0711) | feature_487 (mu = 0.0698)   | feature_448 (mu = 0.0941)   | feature_775 (mu = -0.1143)  | feature_483 (mu = -0.0642)  | feature_1680 (mu = -0.0668) | None                        | feature_111 (mu = 0.0818)   | None                        | feature_678 (mu = 0.0916)   | feature_495 (mu = 0.0975)   |
| 85    | feature_1385 (mu = 0.1346)  | feature_506 (mu = -0.0703)  | feature_1680 (mu = -0.0697) | feature_1044 (mu = 0.0937)  | feature_1929 (mu = 0.1140)  | feature_1222 (mu = -0.0640) | feature_1703 (mu = 0.0668)  | None                        | feature_1039 (mu = -0.0816) | None                        | feature_378 (mu = -0.0908)  | feature_1490 (mu = 0.0975)  |
| 86    | feature_722 (mu = -0.1341)  | feature_496 (mu = 0.0703)   | feature_1137 (mu = 0.0697)  | feature_1321 (mu = 0.0934)  | feature_1093 (mu = 0.1140)  | feature_1367 (mu = -0.0638) | feature_1902 (mu = -0.0665) | None                        | feature_722 (mu = -0.0815)  | None                        | feature_92 (mu = -0.0908)   | feature_1632 (mu = -0.0975) |
| 87    | feature_1172 (mu = 0.1338)  | feature_898 (mu = 0.0702)   | feature_1153 (mu = 0.0692)  | feature_1901 (mu = 0.0928)  | feature_36 (mu = -0.1138)   | feature_298 (mu = -0.0638)  | feature_1245 (mu = -0.0660) | None                        | feature_645 (mu = 0.0812)   | None                        | feature_1093 (mu = 0.0906)  | feature_1315 (mu = 0.0974)  |
| 88    | feature_158 (mu = -0.1336)  | feature_253 (mu = 0.0699)   | feature_1162 (mu = 0.0691)  | feature_435 (mu = -0.0927)  | feature_709 (mu = 0.1136)   | feature_1311 (mu = 0.0633)  | feature_1634 (mu = 0.0656)  | None                        | feature_1268 (mu = 0.0811)  | None                        | feature_1440 (mu = -0.0905) | feature_153 (mu = 0.0972)   |
| 89    | feature_1135 (mu = 0.1334)  | feature_1355 (mu = -0.0694) | feature_147 (mu = -0.0690)  | feature_747 (mu = 0.0926)   | feature_462 (mu = 0.1135)   | feature_948 (mu = -0.0632)  | feature_1297 (mu = 0.0655)  | None                        | feature_1702 (mu = -0.0809) | None                        | feature_211 (mu = -0.0904)  | feature_1575 (mu = -0.0972) |
| 90    | feature_72 (mu = -0.1327)   | feature_1193 (mu = 0.0689)  | feature_1934 (mu = -0.0690) | feature_1920 (mu = -0.0925) | feature_827 (mu = -0.1134)  | feature_1129 (mu = 0.0631)  | feature_173 (mu = 0.0654)   | None                        | feature_154 (mu = -0.0808)  | None                        | feature_18 (mu = 0.0904)    | feature_1946 (mu = -0.0969) |
| 91    | feature_569 (mu = -0.1325)  | feature_698 (mu = -0.0686)  | feature_1729 (mu = -0.0689) | feature_1248 (mu = 0.0919)  | feature_1721 (mu = -0.1130) | feature_659 (mu = 0.0629)   | feature_996 (mu = 0.0653)   | None                        | feature_179 (mu = -0.0807)  | None                        | feature_263 (mu = -0.0900)  | feature_501 (mu = -0.0966)  |
| 92    | feature_200 (mu = 0.1323)   | feature_1548 (mu = -0.0683) | feature_528 (mu = 0.0686)   | feature_1819 (mu = -0.0915) | feature_1912 (mu = 0.1130)  | feature_24 (mu = 0.0628)    | feature_676 (mu = 0.0653)   | None                        | feature_619 (mu = -0.0806)  | None                        | feature_1633 (mu = -0.0900) | feature_1852 (mu = 0.0965)  |
| 93    | feature_1634 (mu = 0.1322)  | feature_483 (mu = -0.0683)  | feature_1535 (mu = -0.0683) | feature_1863 (mu = 0.0910)  | feature_1832 (mu = 0.1126)  | feature_1808 (mu = -0.0628) | feature_1135 (mu = 0.0652)  | None                        | feature_1780 (mu = 0.0805)  | None                        | feature_313 (mu = 0.0890)   | feature_1209 (mu = 0.0961)  |
| 94    | feature_352 (mu = -0.1320)  | feature_136 (mu = 0.0681)   | feature_41 (mu = -0.0680)   | feature_489 (mu = 0.0908)   | feature_408 (mu = 0.1124)   | feature_887 (mu = 0.0627)   | feature_619 (mu = -0.0650)  | None                        | feature_1761 (mu = 0.0804)  | None                        | feature_1037 (mu = 0.0885)  | feature_1135 (mu = 0.0959)  |
| 95    | feature_1324 (mu = 0.1311)  | feature_1993 (mu = -0.0678) | feature_346 (mu = -0.0680)  | feature_909 (mu = 0.0908)   | feature_1546 (mu = 0.1118)  | feature_1091 (mu = -0.0620) | feature_829 (mu = -0.0646)  | None                        | feature_521 (mu = 0.0804)   | None                        | feature_1581 (mu = -0.0883) | feature_279 (mu = 0.0959)   |
| 96    | feature_694 (mu = 0.1305)   | feature_1398 (mu = 0.0677)  | feature_606 (mu = -0.0675)  | feature_1872 (mu = 0.0907)  | feature_578 (mu = 0.1114)   | feature_1820 (mu = 0.0619)  | feature_1172 (mu = 0.0642)  | None                        | feature_448 (mu = 0.0797)   | None                        | feature_1515 (mu = -0.0881) | feature_348 (mu = -0.0955)  |
| 97    | feature_1493 (mu = -0.1302) | feature_102 (mu = 0.0672)   | feature_1783 (mu = 0.0673)  | feature_633 (mu = 0.0902)   | feature_165 (mu = -0.1113)  | feature_1450 (mu = -0.0614) | feature_1747 (mu = 0.0642)  | None                        | feature_792 (mu = 0.0796)   | None                        | feature_701 (mu = -0.0879)  | feature_1396 (mu = -0.0952) |
| 98    | feature_151 (mu = 0.1301)   | feature_753 (mu = 0.0672)   | feature_1581 (mu = 0.0672)  | feature_1032 (mu = -0.0901) | feature_728 (mu = -0.1112)  | feature_1347 (mu = 0.0613)  | feature_886 (mu = 0.0641)   | None                        | feature_1295 (mu = 0.0794)  | None                        | feature_166 (mu = -0.0878)  | feature_922 (mu = -0.0947)  |
| 99    | feature_1852 (mu = 0.1301)  | feature_719 (mu = 0.0669)   | feature_1064 (mu = -0.0671) | feature_592 (mu = -0.0898)  | feature_1765 (mu = -0.1111) | feature_272 (mu = 0.0613)   | feature_153 (mu = 0.0635)   | None                        | feature_1168 (mu = 0.0793)  | None                        | feature_1129 (mu = 0.0878)  | feature_1229 (mu = -0.0946) |
| 100   | feature_1703 (mu = 0.1300)  | feature_93 (mu = -0.0665)   | feature_288 (mu = -0.0671)  | feature_1794 (mu = 0.0896)  | feature_1682 (mu = 0.1108)  | feature_1773 (mu = 0.0613)  | feature_506 (mu = -0.0634)  | None                        | feature_1566 (mu = 0.0788)  | None                        | feature_1176 (mu = 0.0875)  | feature_673 (mu = 0.0941)   |
| 101   | feature_495 (mu = 0.1289)   | feature_1131 (mu = -0.0664) | feature_1778 (mu = 0.0670)  | feature_1701 (mu = 0.0893)  | feature_1547 (mu = 0.1105)  | feature_1198 (mu = 0.0612)  | feature_557 (mu = -0.0631)  | None                        | feature_887 (mu = 0.0787)   | None                        | feature_1765 (mu = -0.0873) | feature_1208 (mu = -0.0939) |
| 102   | feature_420 (mu = 0.1289)   | feature_919 (mu = 0.0662)   | feature_1421 (mu = -0.0670) | feature_916 (mu = -0.0885)  | feature_1375 (mu = -0.1104) | feature_1180 (mu = 0.0611)  | feature_1960 (mu = -0.0630) | None                        | feature_810 (mu = -0.0786)  | None                        | feature_1248 (mu = -0.0869) | feature_1566 (mu = 0.0933)  |
| 103   | feature_1210 (mu = 0.1288)  | feature_616 (mu = 0.0654)   | feature_824 (mu = 0.0666)   | feature_1590 (mu = 0.0885)  | feature_1439 (mu = -0.1103) | feature_1844 (mu = -0.0609) | feature_1867 (mu = 0.0629)  | None                        | feature_1857 (mu = -0.0784) | None                        | feature_31 (mu = -0.0866)   | feature_1267 (mu = -0.0931) |
| 104   | feature_1770 (mu = -0.1287) | feature_923 (mu = -0.0654)  | feature_1176 (mu = -0.0665) | feature_74 (mu = -0.0885)   | feature_1081 (mu = -0.1099) | feature_1032 (mu = 0.0609)  | feature_1644 (mu = -0.0628) | None                        | feature_1203 (mu = 0.0783)  | None                        | feature_941 (mu = 0.0864)   | feature_420 (mu = 0.0931)   |
| 105   | feature_248 (mu = -0.1281)  | feature_1517 (mu = -0.0650) | feature_211 (mu = 0.0662)   | feature_463 (mu = -0.0885)  | feature_1975 (mu = -0.1096) | feature_1424 (mu = 0.0606)  | feature_1920 (mu = -0.0626) | None                        | feature_31 (mu = 0.0781)    | None                        | feature_931 (mu = 0.0863)   | feature_983 (mu = 0.0931)   |
| 106   | feature_1894 (mu = -0.1280) | feature_1420 (mu = -0.0649) | feature_42 (mu = -0.0662)   | feature_326 (mu = -0.0883)  | feature_1584 (mu = 0.1093)  | feature_1555 (mu = -0.0606) | feature_1380 (mu = -0.0624) | None                        | feature_1622 (mu = -0.0781) | None                        | feature_372 (mu = -0.0859)  | feature_609 (mu = 0.0927)   |
| 107   | feature_1311 (mu = 0.1279)  | feature_995 (mu = -0.0647)  | feature_294 (mu = 0.0661)   | feature_1339 (mu = -0.0881) | feature_1695 (mu = -0.1092) | feature_139 (mu = 0.0605)   | feature_260 (mu = 0.0623)   | None                        | feature_864 (mu = -0.0780)  | None                        | feature_972 (mu = -0.0857)  | feature_1556 (mu = -0.0926) |
| 108   | feature_1297 (mu = 0.1274)  | feature_916 (mu = -0.0647)  | feature_374 (mu = 0.0657)   | feature_1245 (mu = -0.0880) | feature_1366 (mu = 0.1078)  | feature_279 (mu = 0.0605)   | feature_1201 (mu = 0.0622)  | None                        | feature_383 (mu = -0.0778)  | None                        | feature_662 (mu = -0.0854)  | feature_665 (mu = -0.0920)  |
| 109   | feature_1950 (mu = 0.1271)  | None                        | feature_1584 (mu = -0.0657) | feature_288 (mu = -0.0878)  | feature_816 (mu = -0.1078)  | feature_1616 (mu = -0.0601) | feature_827 (mu = 0.0619)   | None                        | feature_949 (mu = -0.0777)  | None                        | feature_1763 (mu = -0.0852) | feature_886 (mu = 0.0912)   |
| 110   | feature_1067 (mu = 0.1271)  | None                        | feature_153 (mu = 0.0657)   | feature_154 (mu = -0.0875)  | feature_337 (mu = -0.1077)  | feature_967 (mu = -0.0601)  | feature_38 (mu = 0.0619)    | None                        | feature_449 (mu = -0.0777)  | None                        | feature_79 (mu = 0.0851)    | feature_619 (mu = -0.0912)  |
| 111   | feature_1885 (mu = -0.1264) | None                        | feature_862 (mu = 0.0656)   | feature_256 (mu = 0.0874)   | feature_147 (mu = 0.1075)   | feature_1143 (mu = 0.0601)  | feature_200 (mu = 0.0616)   | None                        | feature_351 (mu = -0.0775)  | None                        | feature_1725 (mu = 0.0849)  | feature_1453 (mu = 0.0908)  |
| 112   | feature_1209 (mu = 0.1263)  | None                        | feature_194 (mu = 0.0654)   | feature_1173 (mu = -0.0873) | feature_1340 (mu = 0.1075)  | feature_383 (mu = -0.0600)  | feature_165 (mu = 0.0616)   | None                        | feature_1848 (mu = -0.0775) | None                        | feature_265 (mu = 0.0847)   | feature_862 (mu = 0.0907)   |
| 113   | feature_1283 (mu = 0.1262)  | None                        | feature_1199 (mu = -0.0653) | feature_901 (mu = 0.0873)   | feature_1794 (mu = -0.1067) | feature_1556 (mu = -0.0599) | feature_386 (mu = -0.0613)  | None                        | feature_1234 (mu = 0.0775)  | None                        | feature_25 (mu = 0.0847)    | feature_1703 (mu = 0.0906)  |
| 114   | feature_1929 (mu = -0.1259) | None                        | feature_322 (mu = 0.0652)   | feature_212 (mu = 0.0871)   | feature_1045 (mu = -0.1065) | feature_1641 (mu = 0.0599)  | feature_534 (mu = 0.0612)   | None                        | feature_1575 (mu = -0.0773) | None                        | feature_1761 (mu = -0.0847) | feature_1894 (mu = -0.0905) |
| 115   | feature_1315 (mu = 0.1259)  | None                        | feature_1722 (mu = 0.0651)  | feature_1443 (mu = -0.0866) | feature_1106 (mu = 0.1064)  | feature_1225 (mu = -0.0598) | feature_1203 (mu = 0.0611)  | None                        | feature_1946 (mu = -0.0771) | None                        | feature_1739 (mu = -0.0845) | feature_1832 (mu = -0.0904) |
| 116   | feature_1419 (mu = 0.1258)  | None                        | feature_1702 (mu = -0.0651) | feature_313 (mu = -0.0865)  | feature_551 (mu = 0.1063)   | feature_997 (mu = 0.0598)   | feature_1987 (mu = 0.0611)  | None                        | feature_442 (mu = 0.0769)   | None                        | feature_575 (mu = -0.0844)  | feature_1105 (mu = -0.0903) |
| 117   | feature_909 (mu = 0.1257)   | None                        | feature_637 (mu = 0.0649)   | feature_52 (mu = -0.0864)   | feature_1162 (mu = -0.1060) | feature_1754 (mu = -0.0594) | feature_339 (mu = 0.0611)   | None                        | feature_1872 (mu = 0.0768)  | None                        | feature_1323 (mu = 0.0842)  | feature_144 (mu = 0.0902)   |
| 118   | feature_1453 (mu = 0.1257)  | None                        | feature_1330 (mu = 0.0649)  | feature_377 (mu = -0.0863)  | feature_442 (mu = -0.1056)  | feature_1485 (mu = 0.0594)  | feature_1118 (mu = -0.0610) | None                        | feature_829 (mu = -0.0766)  | None                        | feature_523 (mu = -0.0842)  | feature_1705 (mu = 0.0901)  |
| 119   | feature_1920 (mu = -0.1233) | None                        | feature_1882 (mu = -0.0648) | feature_1126 (mu = 0.0860)  | feature_1295 (mu = -0.1050) | feature_1843 (mu = 0.0593)  | None                        | None                        | feature_1821 (mu = 0.0766)  | None                        | feature_248 (mu = 0.0839)   | feature_1137 (mu = 0.0900)  |
| 120   | feature_557 (mu = -0.1226)  | None                        | feature_799 (mu = 0.0647)   | feature_417 (mu = 0.0857)   | feature_1741 (mu = 0.1049)  | feature_666 (mu = 0.0592)   | None                        | None                        | feature_1147 (mu = -0.0765) | None                        | feature_16 (mu = -0.0838)   | feature_694 (mu = 0.0900)   |
| 121   | feature_442 (mu = 0.1220)   | None                        | feature_1737 (mu = 0.0647)  | feature_1493 (mu = -0.0855) | feature_858 (mu = -0.1049)  | feature_395 (mu = -0.0590)  | None                        | None                        | feature_1059 (mu = 0.0763)  | None                        | feature_857 (mu = 0.0836)   | feature_271 (mu = 0.0900)   |
| 122   | feature_1975 (mu = 0.1218)  | None                        | feature_1901 (mu = 0.0646)  | feature_1878 (mu = -0.0853) | feature_360 (mu = -0.1045)  | feature_1624 (mu = 0.0590)  | None                        | None                        | feature_1881 (mu = -0.0761) | None                        | feature_398 (mu = -0.0832)  | feature_1767 (mu = 0.0899)  |
| 123   | feature_1652 (mu = -0.1216) | None                        | feature_276 (mu = -0.0645)  | feature_1045 (mu = 0.0852)  | feature_1916 (mu = -0.1041) | feature_1747 (mu = 0.0585)  | None                        | None                        | feature_1093 (mu = -0.0761) | None                        | feature_11 (mu = -0.0820)   | feature_507 (mu = 0.0898)   |
| 124   | feature_792 (mu = 0.1212)   | None                        | feature_1415 (mu = 0.0637)  | feature_815 (mu = -0.0846)  | feature_1627 (mu = 0.1041)  | feature_20 (mu = -0.0584)   | None                        | None                        | feature_326 (mu = -0.0761)  | None                        | feature_952 (mu = -0.0817)  | feature_1158 (mu = -0.0893) |
| 125   | feature_449 (mu = -0.1212)  | None                        | feature_1692 (mu = -0.0636) | feature_191 (mu = -0.0844)  | feature_1953 (mu = -0.1040) | feature_1541 (mu = 0.0583)  | None                        | None                        | feature_1105 (mu = -0.0760) | None                        | feature_1039 (mu = 0.0811)  | feature_302 (mu = -0.0892)  |
| 126   | feature_1321 (mu = 0.1211)  | None                        | feature_931 (mu = -0.0635)  | feature_1717 (mu = 0.0844)  | feature_1089 (mu = -0.1040) | feature_1633 (mu = -0.0581) | None                        | None                        | feature_481 (mu = -0.0757)  | None                        | feature_483 (mu = -0.0811)  | feature_74 (mu = -0.0891)   |
| 127   | feature_417 (mu = 0.1210)   | None                        | feature_302 (mu = -0.0634)  | feature_1187 (mu = 0.0840)  | feature_641 (mu = -0.1038)  | feature_177 (mu = -0.0578)  | None                        | None                        | feature_1324 (mu = 0.0757)  | None                        | feature_144 (mu = -0.0811)  | feature_1172 (mu = 0.0891)  |
| 128   | feature_910 (mu = 0.1209)   | None                        | feature_1209 (mu = 0.0633)  | feature_1585 (mu = 0.0839)  | feature_28 (mu = -0.1037)   | feature_1704 (mu = 0.0578)  | None                        | None                        | feature_1990 (mu = 0.0756)  | None                        | feature_1469 (mu = -0.0807) | feature_663 (mu = -0.0891)  |
| 129   | feature_1173 (mu = -0.1205) | None                        | feature_1012 (mu = -0.0630) | feature_18 (mu = -0.0839)   | feature_1556 (mu = 0.1037)  | feature_789 (mu = 0.0576)   | None                        | None                        | feature_308 (mu = 0.0755)   | None                        | feature_194 (mu = -0.0805)  | feature_1420 (mu = -0.0885) |
| 130   | feature_1163 (mu = -0.1204) | None                        | feature_1057 (mu = 0.0630)  | feature_1030 (mu = 0.0837)  | feature_1931 (mu = -0.1031) | feature_792 (mu = 0.0573)   | None                        | None                        | feature_1216 (mu = -0.0752) | None                        | None                        | feature_460 (mu = 0.0881)   |
| 131   | feature_1946 (mu = -0.1203) | None                        | feature_1641 (mu = -0.0624) | feature_1138 (mu = -0.0837) | feature_1203 (mu = -0.1031) | feature_1398 (mu = 0.0573)  | None                        | None                        | feature_662 (mu = 0.0750)   | None                        | None                        | feature_1073 (mu = 0.0877)  |
| 132   | feature_1208 (mu = -0.1200) | None                        | feature_900 (mu = -0.0622)  | feature_108 (mu = 0.0837)   | feature_1131 (mu = 0.1030)  | feature_330 (mu = 0.0573)   | None                        | None                        | None                        | None                        | None                        | feature_1210 (mu = 0.0874)  |
| 133   | feature_780 (mu = 0.1199)   | None                        | feature_1292 (mu = 0.0621)  | feature_1699 (mu = -0.0834) | feature_1984 (mu = -0.1029) | feature_1297 (mu = 0.0570)  | None                        | None                        | None                        | None                        | None                        | feature_1046 (mu = -0.0873) |
| 134   | feature_153 (mu = 0.1196)   | None                        | feature_1509 (mu = -0.0620) | feature_1404 (mu = 0.0833)  | feature_857 (mu = 0.1028)   | feature_875 (mu = 0.0570)   | None                        | None                        | None                        | None                        | None                        | feature_1106 (mu = -0.0873) |
| 135   | feature_1310 (mu = 0.1194)  | None                        | feature_192 (mu = 0.0619)   | feature_1292 (mu = 0.0831)  | feature_72 (mu = 0.1028)    | feature_1234 (mu = -0.0570) | None                        | None                        | None                        | None                        | None                        | feature_1039 (mu = -0.0872) |
| 136   | feature_884 (mu = 0.1192)   | None                        | feature_377 (mu = -0.0618)  | feature_378 (mu = 0.0831)   | feature_1770 (mu = 0.1028)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1310 (mu = 0.0871)  |
| 137   | feature_1881 (mu = -0.1192) | None                        | feature_1610 (mu = 0.0618)  | feature_914 (mu = 0.0830)   | feature_425 (mu = -0.1024)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1078 (mu = -0.0868) |
| 138   | feature_144 (mu = 0.1192)   | None                        | feature_483 (mu = 0.0614)   | feature_27 (mu = 0.0829)    | feature_1443 (mu = 0.1023)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_829 (mu = -0.0867)  |
| 139   | feature_1078 (mu = -0.1190) | None                        | None                        | feature_1151 (mu = -0.0825) | feature_1714 (mu = -0.1022) | None                        | None                        | None                        | None                        | None                        | None                        | feature_417 (mu = 0.0864)   |
| 140   | feature_1182 (mu = 0.1190)  | None                        | None                        | feature_884 (mu = 0.0823)   | feature_417 (mu = -0.1022)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_228 (mu = 0.0863)   |
| 141   | feature_1787 (mu = -0.1187) | None                        | None                        | feature_1259 (mu = 0.0820)  | feature_248 (mu = 0.1020)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_482 (mu = -0.0863)  |
| 142   | feature_282 (mu = -0.1187)  | None                        | None                        | feature_449 (mu = -0.0819)  | feature_474 (mu = 0.1019)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1787 (mu = -0.0861) |
| 143   | feature_721 (mu = 0.1185)   | None                        | None                        | feature_412 (mu = -0.0817)  | feature_1487 (mu = 0.1017)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1097 (mu = -0.0858) |
| 144   | feature_1808 (mu = -0.1184) | None                        | None                        | feature_473 (mu = -0.0816)  | feature_1134 (mu = 0.1013)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1907 (mu = -0.0857) |
| 145   | feature_619 (mu = -0.1184)  | None                        | None                        | None                        | feature_261 (mu = -0.1010)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1059 (mu = 0.0853)  |
| 146   | feature_348 (mu = -0.1183)  | None                        | None                        | None                        | feature_1223 (mu = 0.1009)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1067 (mu = 0.0852)  |
| 147   | feature_276 (mu = -0.1183)  | None                        | None                        | None                        | feature_31 (mu = -0.1005)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_360 (mu = 0.0852)   |
| 148   | feature_1706 (mu = 0.1182)  | None                        | None                        | None                        | feature_909 (mu = -0.1002)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1439 (mu = 0.0852)  |
| 149   | feature_1632 (mu = -0.1179) | None                        | None                        | None                        | feature_1394 (mu = 0.0997)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1363 (mu = -0.0851) |
| 150   | feature_1132 (mu = 0.1178)  | None                        | None                        | None                        | feature_1315 (mu = -0.0997) | None                        | None                        | None                        | None                        | None                        | None                        | feature_205 (mu = -0.0850)  |
| 151   | feature_1375 (mu = 0.1176)  | None                        | None                        | None                        | feature_1761 (mu = -0.0994) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1326 (mu = -0.0848) |
| 152   | feature_641 (mu = 0.1175)   | None                        | None                        | None                        | feature_1198 (mu = -0.0993) | None                        | None                        | None                        | None                        | None                        | None                        | feature_551 (mu = -0.0848)  |
| 153   | None                        | None                        | None                        | None                        | feature_1752 (mu = -0.0993) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1245 (mu = -0.0848) |
| 154   | None                        | None                        | None                        | None                        | feature_1212 (mu = 0.0991)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1881 (mu = -0.0846) |
| 155   | None                        | None                        | None                        | None                        | feature_1816 (mu = -0.0990) | None                        | None                        | None                        | None                        | None                        | None                        | feature_424 (mu = 0.0846)   |
| 156   | None                        | None                        | None                        | None                        | feature_501 (mu = 0.0989)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_171 (mu = 0.0845)   |
| 157   | None                        | None                        | None                        | None                        | feature_1209 (mu = -0.0988) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1182 (mu = 0.0845)  |
| 158   | None                        | None                        | None                        | None                        | feature_561 (mu = 0.0986)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 159   | None                        | None                        | None                        | None                        | feature_606 (mu = 0.0982)   | None                        | None                        | 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       | 229.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 214.000 |
| Recall                 | 1.000   |
| Precision              | 0.066   |
| F1_Score               | 0.123   |
| Jaccard                | 0.066   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.934   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.107   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 8.734   |

## 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']


 - 229 discovered features:
   ['feature_0', 'feature_1001', 'feature_1021', 'feature_1030', 'feature_1039', 'feature_1046', 'feature_1051', 'feature_106', 'feature_1067', 'feature_1073', 'feature_1080', 'feature_1087', 'feature_1093', 'feature_1095', 'feature_1097', 'feature_11', 'feature_111', 'feature_1112', 'feature_1117', 'feature_1118', 'feature_1121', 'feature_1125', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1162', 'feature_1163', 'feature_1176', 'feature_118', 'feature_1198', 'feature_12', 'feature_1200', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1226', 'feature_1234', 'feature_1245', 'feature_1248', 'feature_1258', 'feature_1264', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_129', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1304', 'feature_1307', 'feature_1310', 'feature_1316', 'feature_1324', 'feature_1325', 'feature_1330', 'feature_1338', 'feature_1340', 'feature_135', 'feature_1360', 'feature_1363', 'feature_1367', 'feature_1371', 'feature_1374', 'feature_1380', 'feature_1385', 'feature_1396', 'feature_1398', 'feature_1409', 'feature_1419', 'feature_1420', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1443', 'feature_1454', 'feature_1470', 'feature_1480', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1502', 'feature_151', 'feature_1515', 'feature_1522', 'feature_1530', 'feature_1545', 'feature_1547', 'feature_1555', 'feature_1556', 'feature_1565', 'feature_1566', 'feature_1568', 'feature_1575', 'feature_158', 'feature_1581', 'feature_1584', 'feature_1598', 'feature_1605', 'feature_161', 'feature_1632', 'feature_1634', 'feature_1652', 'feature_1660', 'feature_1676', 'feature_1678', 'feature_1695', 'feature_1701', 'feature_1702', 'feature_1706', 'feature_1725', 'feature_1744', 'feature_1746', 'feature_1757', 'feature_1770', 'feature_178', 'feature_1780', 'feature_1787', 'feature_179', 'feature_1794', 'feature_180', 'feature_1816', 'feature_1826', 'feature_1828', 'feature_1858', 'feature_1863', 'feature_187', 'feature_1875', 'feature_1881', 'feature_1894', 'feature_1909', 'feature_1916', 'feature_1923', 'feature_1931', 'feature_1939', 'feature_194', 'feature_1940', 'feature_1946', 'feature_1949', 'feature_195', 'feature_1950', 'feature_1954', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_265', 'feature_271', 'feature_276', 'feature_280', 'feature_288', 'feature_304', 'feature_321', 'feature_332', 'feature_363', 'feature_365', 'feature_372', 'feature_373', 'feature_375', 'feature_394', 'feature_397', 'feature_400', 'feature_417', 'feature_42', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_448', 'feature_460', 'feature_463', 'feature_473', 'feature_474', 'feature_479', 'feature_504', 'feature_507', 'feature_51', 'feature_540', 'feature_569', 'feature_578', 'feature_580', 'feature_583', 'feature_591', 'feature_598', 'feature_605', 'feature_609', 'feature_637', 'feature_645', 'feature_653', 'feature_673', 'feature_701', 'feature_71', 'feature_722', 'feature_728', 'feature_73', 'feature_735', 'feature_74', 'feature_741', 'feature_764', 'feature_767', 'feature_770', 'feature_775', 'feature_799', 'feature_810', 'feature_825', 'feature_858', 'feature_860', 'feature_862', 'feature_866', 'feature_877', 'feature_884', 'feature_888', 'feature_899', 'feature_914', 'feature_915', 'feature_916', 'feature_922', 'feature_926', 'feature_931', 'feature_939', 'feature_941', 'feature_944', 'feature_96', 'feature_969', 'feature_981', 'feature_984', 'feature_99', 'feature_999']

 - 0 missed true support features:
   []

 - 214 extra features found (not in true support):
   ['feature_0', 'feature_1001', 'feature_1021', 'feature_1030', 'feature_1039', 'feature_1046', 'feature_106', 'feature_1067', 'feature_1073', 'feature_1080', 'feature_1087', 'feature_1093', 'feature_1095', 'feature_1097', 'feature_11', 'feature_111', 'feature_1112', 'feature_1117', 'feature_1118', 'feature_1121', 'feature_1125', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1162', 'feature_1163', 'feature_1176', 'feature_118', 'feature_1198', 'feature_12', 'feature_1200', 'feature_1203', 'feature_1205', 'feature_1209', 'feature_1226', 'feature_1234', 'feature_1245', 'feature_1248', 'feature_1258', 'feature_1264', 'feature_1271', 'feature_1283', 'feature_1284', 'feature_1286', 'feature_129', 'feature_1292', 'feature_1293', 'feature_1295', 'feature_1304', 'feature_1310', 'feature_1316', 'feature_1324', 'feature_1325', 'feature_1330', 'feature_1338', 'feature_1340', 'feature_135', 'feature_1360', 'feature_1363', 'feature_1367', 'feature_1371', 'feature_1374', 'feature_1380', 'feature_1385', 'feature_1396', 'feature_1398', 'feature_1409', 'feature_1419', 'feature_1420', 'feature_1438', 'feature_1439', 'feature_144', 'feature_1443', 'feature_1454', 'feature_1480', 'feature_1490', 'feature_1492', 'feature_1493', 'feature_1502', 'feature_151', 'feature_1515', 'feature_1530', 'feature_1547', 'feature_1555', 'feature_1556', 'feature_1565', 'feature_1566', 'feature_1568', 'feature_1575', 'feature_158', 'feature_1581', 'feature_1584', 'feature_1598', 'feature_1605', 'feature_161', 'feature_1632', 'feature_1634', 'feature_1652', 'feature_1660', 'feature_1678', 'feature_1695', 'feature_1701', 'feature_1702', 'feature_1706', 'feature_1725', 'feature_1744', 'feature_1746', 'feature_1757', 'feature_1770', 'feature_1780', 'feature_1787', 'feature_179', 'feature_1794', 'feature_180', 'feature_1816', 'feature_1826', 'feature_1828', 'feature_1858', 'feature_1863', 'feature_1875', 'feature_1881', 'feature_1894', 'feature_1909', 'feature_1916', 'feature_1923', 'feature_1931', 'feature_1939', 'feature_194', 'feature_1940', 'feature_1946', 'feature_195', 'feature_1950', 'feature_1954', 'feature_25', 'feature_250', 'feature_253', 'feature_255', 'feature_265', 'feature_271', 'feature_276', 'feature_280', 'feature_288', 'feature_304', 'feature_321', 'feature_332', 'feature_363', 'feature_372', 'feature_373', 'feature_375', 'feature_394', 'feature_397', 'feature_400', 'feature_417', 'feature_42', 'feature_425', 'feature_426', 'feature_435', 'feature_441', 'feature_442', 'feature_448', 'feature_460', 'feature_463', 'feature_473', 'feature_474', 'feature_479', 'feature_504', 'feature_507', 'feature_51', 'feature_540', 'feature_569', 'feature_578', 'feature_580', 'feature_583', 'feature_591', 'feature_598', 'feature_605', 'feature_609', 'feature_637', 'feature_645', 'feature_653', 'feature_673', 'feature_701', 'feature_71', 'feature_722', 'feature_728', 'feature_73', 'feature_735', 'feature_74', 'feature_764', 'feature_767', 'feature_770', 'feature_775', 'feature_799', 'feature_810', 'feature_825', 'feature_858', 'feature_860', 'feature_862', 'feature_884', 'feature_888', 'feature_914', 'feature_915', 'feature_916', 'feature_922', 'feature_926', 'feature_931', 'feature_939', 'feature_941', 'feature_944', 'feature_96', 'feature_969', 'feature_981', 'feature_984', '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 = 3.1837)   | feature_1307 (mu = 4.3335)  | feature_866 (mu = 1.8576)   | feature_178 (mu = 1.9520)   | feature_1307 (mu = -2.0563) | feature_178 (mu = -1.9930)  | feature_866 (mu = 2.0321)   | feature_877 (mu = 1.6176)   | feature_877 (mu = -1.5672)  | feature_365 (mu = -1.7280)  | feature_1545 (mu = 2.3995)  | feature_866 (mu = 1.6470)   |
| 1     | feature_1307 (mu = 2.6409)  | feature_178 (mu = -1.4110)  | feature_1545 (mu = -1.2852) | feature_1545 (mu = -1.9499) | feature_1545 (mu = 1.8626)  | feature_1470 (mu = 0.8961)  | feature_741 (mu = -1.2992)  | feature_1470 (mu = 1.3330)  | feature_1676 (mu = -1.5245) | feature_741 (mu = 1.6978)   | feature_741 (mu = 1.3710)   | feature_1307 (mu = 1.5002)  |
| 2     | feature_178 (mu = -1.9988)  | feature_741 (mu = 1.2523)   | feature_1307 (mu = -1.0169) | feature_866 (mu = 1.6505)   | feature_178 (mu = 1.5655)   | feature_1545 (mu = 0.8529)  | feature_1949 (mu = 1.0605)  | feature_178 (mu = -1.3187)  | feature_1307 (mu = 1.4373)  | feature_866 (mu = -1.3616)  | feature_178 (mu = -1.3229)  | feature_178 (mu = -1.2166)  |
| 3     | feature_1522 (mu = -1.2472) | feature_365 (mu = -1.0626)  | feature_1522 (mu = 0.7785)  | feature_741 (mu = -1.1345)  | feature_1522 (mu = 1.4425)  | feature_1307 (mu = 0.7986)  | feature_999 (mu = -1.0369)  | feature_1307 (mu = 1.0244)  | feature_1545 (mu = -1.0315) | feature_187 (mu = 1.2983)   | feature_187 (mu = 1.1202)   | feature_899 (mu = -1.1245)  |
| 4     | feature_899 (mu = -1.2228)  | feature_877 (mu = 0.9424)   | feature_741 (mu = -0.7284)  | feature_1470 (mu = 0.7502)  | feature_1949 (mu = 1.3202)  | feature_1676 (mu = -0.7461) | feature_877 (mu = -0.9717)  | feature_741 (mu = 0.8254)   | feature_866 (mu = 0.8773)   | feature_1307 (mu = 1.2750)  | feature_1470 (mu = 1.0345)  | feature_1545 (mu = -0.9120) |
| 5     | feature_877 (mu = -1.0267)  | feature_1676 (mu = -0.6743) | feature_877 (mu = 0.6861)   | feature_877 (mu = -0.6605)  | feature_866 (mu = -1.0555)  | feature_1949 (mu = 0.7416)  | feature_178 (mu = -0.7472)  | feature_899 (mu = -0.8204)  | feature_999 (mu = -0.8462)  | feature_1470 (mu = 1.2692)  | feature_365 (mu = -0.9646)  | feature_1676 (mu = 0.8222)  |
| 6     | feature_187 (mu = 0.9948)   | feature_1545 (mu = 0.6044)  | feature_365 (mu = -0.5255)  | feature_1949 (mu = 0.6285)  | feature_365 (mu = -0.7880)  | feature_899 (mu = -0.4629)  | feature_1470 (mu = 0.5476)  | feature_1051 (mu = -0.7973) | feature_178 (mu = -0.7467)  | feature_1522 (mu = -1.1657) | feature_877 (mu = -0.9612)  | feature_999 (mu = 0.7844)   |
| 7     | feature_741 (mu = 0.8690)   | feature_1051 (mu = -0.4506) | feature_999 (mu = -0.4061)  | feature_1051 (mu = -0.4964) | feature_877 (mu = 0.7685)   | feature_866 (mu = 0.3982)   | feature_899 (mu = -0.4365)  | feature_866 (mu = 0.7224)   | feature_1522 (mu = -0.6058) | feature_899 (mu = -1.1445)  | feature_1051 (mu = 0.8212)  | feature_365 (mu = 0.7747)   |
| 8     | feature_1545 (mu = -0.6030) | feature_1949 (mu = -0.4288) | feature_1949 (mu = -0.3581) | feature_1307 (mu = 0.4057)  | feature_1676 (mu = 0.7669)  | feature_877 (mu = -0.3645)  | feature_365 (mu = 0.3804)   | feature_365 (mu = -0.5499)  | feature_365 (mu = -0.5802)  | feature_1545 (mu = -0.4283) | feature_1676 (mu = -0.6505) | feature_187 (mu = -0.6779)  |
| 9     | feature_999 (mu = 0.5454)   | feature_1522 (mu = -0.3317) | feature_178 (mu = -0.2001)  | feature_999 (mu = -0.3359)  | feature_187 (mu = -0.7129)  | feature_365 (mu = 0.3135)   | feature_187 (mu = 0.2241)   | feature_999 (mu = -0.4817)  | feature_899 (mu = 0.5775)   | feature_877 (mu = -0.4163)  | feature_1949 (mu = 0.5669)  | feature_1051 (mu = -0.6533) |
| 10    | feature_1949 (mu = -0.5398) | feature_866 (mu = -0.2822)  | feature_1676 (mu = 0.1395)  | feature_187 (mu = -0.3073)  | feature_899 (mu = 0.5140)   | feature_1522 (mu = 0.2639)  | feature_1522 (mu = -0.1900) | feature_1676 (mu = -0.4155) | feature_187 (mu = 0.5379)   | feature_178 (mu = -0.3964)  | feature_866 (mu = -0.5041)  | feature_1522 (mu = 0.2683)  |
| 11    | feature_1470 (mu = 0.4816)  | feature_187 (mu = 0.2778)   | feature_1575 (mu = -0.1242) | feature_1522 (mu = -0.2231) | feature_741 (mu = -0.4865)  | feature_1051 (mu = 0.1710)  | feature_1545 (mu = -0.1790) | feature_1545 (mu = 0.3972)  | feature_1470 (mu = 0.4290)  | feature_1051 (mu = -0.3199) | feature_1307 (mu = -0.4657) | feature_741 (mu = -0.2502)  |
| 12    | feature_1087 (mu = -0.2060) | feature_899 (mu = -0.2112)  | feature_899 (mu = -0.1234)  | feature_195 (mu = 0.1639)   | feature_1051 (mu = 0.4355)  | feature_999 (mu = -0.1613)  | feature_1676 (mu = 0.1114)  | feature_187 (mu = 0.3651)   | feature_741 (mu = -0.4200)  | feature_1676 (mu = 0.1366)  | feature_899 (mu = -0.4144)  | feature_1949 (mu = 0.2193)  |
| 13    | feature_25 (mu = -0.1940)   | feature_1470 (mu = 0.1512)  | feature_728 (mu = 0.1086)   | feature_276 (mu = -0.1548)  | feature_888 (mu = -0.2007)  | feature_741 (mu = 0.1456)   | feature_1067 (mu = 0.1069)  | feature_1522 (mu = 0.2946)  | feature_1949 (mu = 0.2519)  | feature_999 (mu = -0.1289)  | feature_195 (mu = -0.1671)  | feature_25 (mu = -0.1648)   |
| 14    | feature_1931 (mu = 0.1927)  | feature_999 (mu = -0.1400)  | feature_1470 (mu = 0.1077)  | feature_1258 (mu = -0.1493) | feature_195 (mu = -0.1869)  | feature_944 (mu = 0.1179)   | feature_161 (mu = 0.1019)   | feature_1949 (mu = -0.1408) | feature_1051 (mu = 0.2460)  | feature_1949 (mu = 0.1233)  | feature_728 (mu = -0.1521)  | feature_195 (mu = 0.1595)   |
| 15    | feature_161 (mu = 0.1922)   | feature_775 (mu = 0.1180)   | feature_673 (mu = 0.1055)   | feature_1360 (mu = 0.1490)  | feature_161 (mu = -0.1776)  | feature_1138 (mu = 0.1098)  | feature_250 (mu = 0.0954)   | feature_397 (mu = -0.0661)  | feature_195 (mu = 0.1342)   | feature_637 (mu = -0.0596)  | feature_435 (mu = 0.1430)   | feature_161 (mu = 0.1453)   |
| 16    | feature_195 (mu = 0.1920)   | feature_1816 (mu = 0.1047)  | feature_1360 (mu = 0.1055)  | feature_25 (mu = -0.1445)   | feature_1087 (mu = 0.1732)  | feature_810 (mu = -0.1051)  | feature_1916 (mu = 0.0949)  | feature_775 (mu = 0.0580)   | feature_1258 (mu = -0.1225) | feature_400 (mu = -0.0570)  | feature_1234 (mu = -0.1401) | feature_1931 (mu = 0.1443)  |
| 17    | feature_1284 (mu = 0.1908)  | feature_479 (mu = -0.1022)  | feature_1939 (mu = 0.0989)  | feature_728 (mu = 0.1401)   | feature_1438 (mu = 0.1615)  | feature_12 (mu = -0.1031)   | feature_1605 (mu = 0.0927)  | feature_764 (mu = -0.0564)  | feature_1198 (mu = 0.1179)  | feature_1125 (mu = 0.0528)  | feature_332 (mu = -0.1381)  | feature_1858 (mu = 0.1399)  |
| 18    | feature_1198 (mu = 0.1903)  | feature_915 (mu = 0.0982)   | feature_1725 (mu = -0.0979) | feature_899 (mu = -0.1332)  | feature_507 (mu = -0.1597)  | feature_288 (mu = 0.0928)   | feature_180 (mu = 0.0922)   | feature_583 (mu = -0.0531)  | feature_1284 (mu = 0.1151)  | feature_271 (mu = -0.0489)  | feature_1360 (mu = -0.1355) | feature_394 (mu = 0.1388)   |
| 19    | feature_12 (mu = -0.1839)   | feature_1946 (mu = -0.0964) | feature_1324 (mu = 0.0958)  | feature_111 (mu = 0.1286)   | feature_463 (mu = 0.1582)   | feature_435 (mu = 0.0915)   | feature_25 (mu = -0.0919)   | feature_1678 (mu = -0.0522) | feature_373 (mu = -0.1086)  | feature_1271 (mu = -0.0484) | feature_858 (mu = -0.1296)  | feature_250 (mu = 0.1336)   |
| 20    | feature_373 (mu = -0.1795)  | feature_1286 (mu = 0.0942)  | feature_1283 (mu = 0.0945)  | feature_1584 (mu = -0.1252) | feature_179 (mu = 0.1574)   | feature_473 (mu = 0.0913)   | feature_888 (mu = 0.0910)   | feature_1095 (mu = 0.0512)  | feature_25 (mu = -0.1070)   | None                        | feature_0 (mu = 0.1291)     | feature_1198 (mu = 0.1302)  |
| 21    | feature_645 (mu = 0.1794)   | feature_1304 (mu = 0.0931)  | feature_1770 (mu = -0.0923) | feature_941 (mu = -0.1227)  | feature_1875 (mu = 0.1554)  | feature_1725 (mu = 0.0894)  | feature_609 (mu = 0.0891)   | None                        | feature_1087 (mu = -0.1059) | None                        | feature_914 (mu = -0.1249)  | feature_1330 (mu = 0.1293)  |
| 22    | feature_1676 (mu = -0.1788) | feature_1826 (mu = -0.0916) | feature_984 (mu = -0.0918)  | feature_605 (mu = 0.1224)   | feature_1575 (mu = 0.1546)  | feature_591 (mu = 0.0887)   | feature_1566 (mu = 0.0891)  | None                        | feature_161 (mu = 0.1055)   | None                        | feature_473 (mu = 0.1234)   | feature_888 (mu = 0.1291)   |
| 23    | feature_394 (mu = 0.1774)   | feature_578 (mu = -0.0903)  | feature_372 (mu = 0.0914)   | feature_1198 (mu = 0.1217)  | feature_916 (mu = 0.1535)   | feature_1121 (mu = 0.0884)  | feature_1198 (mu = 0.0886)  | None                        | feature_1931 (mu = 0.1041)  | None                        | feature_288 (mu = 0.1231)   | feature_373 (mu = -0.1281)  |
| 24    | feature_888 (mu = 0.1754)   | feature_280 (mu = 0.0886)   | feature_735 (mu = 0.0910)   | feature_332 (mu = 0.1214)   | feature_673 (mu = -0.1503)  | feature_1950 (mu = 0.0873)  | feature_474 (mu = -0.0862)  | None                        | feature_1950 (mu = 0.1041)  | None                        | feature_51 (mu = -0.1224)   | feature_332 (mu = 0.1271)   |
| 25    | feature_1916 (mu = 0.1748)  | feature_73 (mu = -0.0869)   | feature_1828 (mu = 0.0906)  | feature_1770 (mu = -0.1205) | feature_1284 (mu = -0.1500) | feature_728 (mu = -0.0862)  | feature_645 (mu = 0.0861)   | None                        | feature_394 (mu = 0.1032)   | None                        | feature_426 (mu = 0.1215)   | feature_42 (mu = -0.1257)   |
| 26    | feature_1293 (mu = -0.1738) | feature_926 (mu = -0.0862)  | feature_1226 (mu = 0.0889)  | feature_1940 (mu = -0.1193) | feature_1293 (mu = 0.1448)  | feature_1067 (mu = 0.0850)  | feature_1931 (mu = 0.0835)  | None                        | feature_1293 (mu = -0.1032) | None                        | feature_605 (mu = -0.1197)  | feature_1284 (mu = 0.1255)  |
| 27    | feature_1858 (mu = 0.1731)  | feature_425 (mu = 0.0861)   | feature_1794 (mu = 0.0887)  | feature_42 (mu = -0.1188)   | feature_1324 (mu = -0.1445) | feature_860 (mu = -0.0848)  | feature_1371 (mu = -0.0833) | None                        | feature_1396 (mu = -0.1026) | None                        | feature_673 (mu = -0.1195)  | feature_1702 (mu = -0.1253) |
| 28    | feature_1396 (mu = -0.1727) | feature_12 (mu = -0.0856)   | feature_363 (mu = -0.0884)  | feature_504 (mu = -0.1165)  | feature_645 (mu = -0.1405)  | feature_931 (mu = 0.0845)   | feature_862 (mu = 0.0828)   | None                        | feature_1073 (mu = 0.1014)  | None                        | feature_276 (mu = 0.1192)   | feature_1605 (mu = 0.1242)  |
| 29    | feature_1258 (mu = -0.1721) | feature_810 (mu = -0.0854)  | feature_1248 (mu = 0.0879)  | feature_969 (mu = 0.1157)   | feature_922 (mu = 0.1398)   | feature_609 (mu = 0.0844)   | feature_1087 (mu = -0.0827) | None                        | feature_1757 (mu = 0.1004)  | None                        | feature_1292 (mu = -0.1188) | feature_1087 (mu = -0.1242) |
| 30    | feature_1438 (mu = -0.1716) | feature_1556 (mu = -0.0853) | feature_1695 (mu = 0.0876)  | feature_1530 (mu = -0.1148) | feature_1605 (mu = -0.1394) | feature_1080 (mu = -0.0840) | feature_179 (mu = -0.0825)  | None                        | feature_884 (mu = 0.0994)   | None                        | feature_463 (mu = 0.1176)   | feature_580 (mu = -0.1235)  |
| 31    | feature_1492 (mu = 0.1679)  | feature_255 (mu = 0.0847)   | feature_1598 (mu = -0.0872) | feature_426 (mu = -0.1147)  | feature_1396 (mu = 0.1359)  | feature_372 (mu = -0.0834)  | feature_1209 (mu = 0.0824)  | None                        | feature_1438 (mu = -0.0988) | None                        | feature_540 (mu = 0.1156)   | feature_1634 (mu = 0.1194)  |
| 32    | feature_250 (mu = 0.1668)   | feature_1087 (mu = -0.0847) | feature_1141 (mu = -0.0872) | feature_1283 (mu = 0.1144)  | feature_1310 (mu = -0.1356) | feature_11 (mu = -0.0830)   | feature_922 (mu = -0.0823)  | None                        | feature_441 (mu = 0.0986)   | None                        | feature_1555 (mu = -0.1145) | feature_1293 (mu = -0.1193) |
| 33    | feature_825 (mu = -0.1659)  | feature_1046 (mu = -0.0833) | feature_106 (mu = -0.0865)  | feature_1931 (mu = 0.1131)  | feature_1330 (mu = -0.1354) | feature_701 (mu = -0.0829)  | feature_810 (mu = -0.0820)  | None                        | feature_1858 (mu = 0.0984)  | None                        | feature_1575 (mu = 0.1140)  | feature_180 (mu = 0.1193)   |
| 34    | feature_580 (mu = -0.1655)  | feature_129 (mu = -0.0830)  | feature_1245 (mu = -0.0859) | feature_1454 (mu = 0.1113)  | feature_1419 (mu = -0.1350) | feature_51 (mu = -0.0815)   | feature_591 (mu = 0.0818)   | None                        | feature_578 (mu = -0.0976)  | None                        | feature_1324 (mu = -0.1120) | feature_1584 (mu = -0.1186) |
| 35    | feature_1547 (mu = -0.1649) | feature_1875 (mu = -0.0825) | feature_1863 (mu = 0.0857)  | feature_1515 (mu = 0.1108)  | feature_332 (mu = -0.1346)  | feature_135 (mu = 0.0802)   | feature_442 (mu = 0.0815)   | None                        | feature_1367 (mu = -0.0973) | None                        | feature_504 (mu = 0.1119)   | feature_645 (mu = 0.1171)   |
| 36    | feature_1566 (mu = 0.1647)  | feature_722 (mu = -0.0818)  | feature_1515 (mu = 0.0853)  | feature_304 (mu = 0.1106)   | feature_151 (mu = -0.1334)  | feature_1385 (mu = 0.0800)  | feature_1284 (mu = 0.0811)  | None                        | feature_106 (mu = -0.0972)  | None                        | feature_1522 (mu = -0.1117) | feature_179 (mu = -0.1170)  |
| 37    | feature_180 (mu = 0.1630)   | feature_914 (mu = 0.0817)   | feature_1380 (mu = -0.0832) | feature_1234 (mu = 0.1103)  | feature_1634 (mu = -0.1326) | feature_1176 (mu = 0.0792)  | feature_394 (mu = 0.0807)   | None                        | feature_180 (mu = 0.0967)   | None                        | feature_1584 (mu = 0.1102)  | feature_1367 (mu = -0.1168) |
| 38    | feature_463 (mu = -0.1611)  | feature_1310 (mu = 0.0816)  | feature_1568 (mu = 0.0808)  | feature_1480 (mu = 0.1100)  | feature_321 (mu = 0.1322)   | feature_1292 (mu = -0.0789) | feature_1881 (mu = -0.0779) | None                        | feature_12 (mu = -0.0963)   | None                        | feature_375 (mu = 0.1095)   | feature_825 (mu = -0.1167)  |
| 39    | feature_1780 (mu = 0.1606)  | feature_96 (mu = -0.0813)   | feature_1316 (mu = -0.0807) | feature_1338 (mu = -0.1096) | feature_25 (mu = 0.1319)    | feature_1909 (mu = -0.0788) | feature_1652 (mu = -0.0773) | None                        | feature_1916 (mu = 0.0960)  | None                        | feature_1162 (mu = -0.1090) | feature_448 (mu = 0.1163)   |
| 40    | feature_1264 (mu = 0.1599)  | feature_1757 (mu = 0.0813)  | feature_0 (mu = -0.0802)    | feature_144 (mu = 0.1091)   | feature_441 (mu = -0.1317)  | feature_770 (mu = 0.0784)   | feature_448 (mu = 0.0771)   | None                        | feature_1118 (mu = -0.0958) | None                        | feature_99 (mu = -0.1084)   | feature_916 (mu = -0.1162)  |
| 41    | feature_1584 (mu = -0.1595) | None                        | feature_1200 (mu = -0.0800) | feature_1744 (mu = 0.1091)  | feature_426 (mu = 0.1309)   | feature_598 (mu = -0.0774)  | feature_1293 (mu = -0.0771) | None                        | feature_1940 (mu = -0.0957) | None                        | feature_1138 (mu = 0.1081)  | feature_1258 (mu = -0.1161) |
| 42    | feature_1112 (mu = 0.1590)  | None                        | feature_770 (mu = -0.0793)  | feature_0 (mu = -0.1084)    | feature_1039 (mu = 0.1304)  | feature_1706 (mu = 0.0769)  | feature_1858 (mu = 0.0764)  | None                        | feature_250 (mu = 0.0951)   | None                        | feature_1954 (mu = -0.1062) | feature_1547 (mu = -0.1157) |
| 43    | feature_916 (mu = -0.1575)  | None                        | feature_569 (mu = -0.0792)  | feature_673 (mu = 0.1083)   | feature_1112 (mu = -0.1302) | feature_1954 (mu = -0.0759) | feature_1438 (mu = -0.0762) | None                        | feature_1112 (mu = 0.0950)  | None                        | feature_1875 (mu = 0.1054)  | feature_1438 (mu = -0.1156) |
| 44    | feature_1702 (mu = -0.1566) | None                        | feature_1746 (mu = 0.0791)  | feature_1324 (mu = 0.1073)  | feature_253 (mu = -0.1274)  | feature_1021 (mu = 0.0756)  | None                        | None                        | feature_42 (mu = -0.0947)   | None                        | feature_1283 (mu = -0.1048) | feature_1264 (mu = 0.1141)  |
| 45    | feature_441 (mu = 0.1559)   | None                        | feature_1490 (mu = 0.0782)  | feature_179 (mu = -0.1067)  | feature_1258 (mu = 0.1274)  | feature_1605 (mu = 0.0751)  | None                        | None                        | feature_332 (mu = 0.0944)   | None                        | feature_42 (mu = 0.1040)    | feature_1203 (mu = 0.1131)  |
| 46    | feature_1360 (mu = 0.1559)  | None                        | feature_1660 (mu = -0.0780) | feature_373 (mu = -0.1066)  | feature_42 (mu = 0.1268)    | feature_1581 (mu = -0.0750) | None                        | None                        | feature_916 (mu = -0.0944)  | None                        | feature_944 (mu = 0.1034)   | feature_12 (mu = -0.1131)   |
| 47    | feature_1757 (mu = 0.1549)  | None                        | feature_25 (mu = -0.0778)   | feature_114 (mu = -0.1066)  | feature_1363 (mu = 0.1266)  | feature_799 (mu = -0.0739)  | None                        | None                        | feature_609 (mu = 0.0939)   | None                        | feature_653 (mu = -0.1034)  | feature_463 (mu = -0.1124)  |
| 48    | feature_332 (mu = 0.1545)   | None                        | feature_981 (mu = 0.0778)   | feature_1295 (mu = 0.1066)  | feature_1787 (mu = 0.1253)  | feature_1502 (mu = -0.0735) | None                        | None                        | feature_417 (mu = 0.0937)   | None                        | feature_1258 (mu = 0.1032)  | feature_1492 (mu = 0.1105)  |
| 49    | feature_1605 (mu = 0.1541)  | None                        | feature_1340 (mu = -0.0776) | feature_265 (mu = -0.1062)  | feature_1492 (mu = -0.1252) | feature_1409 (mu = -0.0733) | None                        | None                        | feature_1264 (mu = 0.0932)  | None                        | feature_1695 (mu = -0.1031) | feature_1916 (mu = 0.1105)  |
| 50    | feature_1940 (mu = -0.1531) | None                        | feature_1001 (mu = -0.0775) | feature_540 (mu = -0.1058)  | feature_1702 (mu = 0.1252)  | feature_1325 (mu = 0.0733)  | None                        | None                        | feature_460 (mu = 0.0930)   | None                        | feature_1702 (mu = 0.1028)  | feature_1398 (mu = 0.1101)  |
| 51    | feature_426 (mu = -0.1528)  | None                        | feature_645 (mu = 0.0772)   | feature_1565 (mu = -0.1053) | feature_939 (mu = -0.1246)  | feature_118 (mu = 0.0732)   | None                        | None                        | None                        | None                        | feature_179 (mu = 0.1027)   | feature_1324 (mu = 0.1100)  |
| 52    | feature_365 (mu = -0.1508)  | None                        | feature_1117 (mu = 0.0770)  | feature_1396 (mu = -0.1053) | feature_1490 (mu = -0.1246) | feature_71 (mu = -0.0730)   | None                        | None                        | None                        | None                        | feature_1205 (mu = 0.1016)  | feature_426 (mu = -0.1097)  |
| 53    | feature_1295 (mu = 0.1501)  | None                        | feature_1875 (mu = -0.0770) | feature_1575 (mu = -0.1049) | feature_1163 (mu = 0.1240)  | feature_1030 (mu = -0.0730) | None                        | None                        | None                        | None                        | feature_1701 (mu = -0.1015) | feature_321 (mu = -0.1085)  |
| 54    | feature_1875 (mu = -0.1500) | None                        | feature_1632 (mu = -0.0767) | feature_1894 (mu = -0.1047) | feature_1097 (mu = 0.1239)  | feature_1780 (mu = 0.0729)  | None                        | None                        | None                        | None                        | feature_1923 (mu = -0.1007) | feature_158 (mu = -0.1085)  |
| 55    | feature_1575 (mu = -0.1477) | None                        | feature_504 (mu = -0.0767)  | feature_180 (mu = 0.1041)   | feature_1420 (mu = 0.1237)  | feature_1162 (mu = -0.0728) | None                        | None                        | None                        | None                        | feature_1443 (mu = 0.1006)  | feature_441 (mu = 0.1084)   |
| 56    | feature_609 (mu = 0.1471)   | None                        | None                        | feature_194 (mu = 0.1037)   | feature_1283 (mu = -0.1233) | feature_250 (mu = 0.0726)   | None                        | None                        | None                        | None                        | feature_74 (mu = 0.1004)    | feature_1360 (mu = 0.1082)  |
| 57    | None                        | None                        | None                        | feature_151 (mu = 0.1035)   | feature_479 (mu = 0.1231)   | feature_1374 (mu = 0.0724)  | None                        | None                        | None                        | None                        | None                        | feature_1112 (mu = 0.1078)  |
| 58    | None                        | None                        | None                        | feature_1439 (mu = 0.1034)  | None                        | feature_981 (mu = -0.0713)  | None                        | None                        | None                        | None                        | None                        | feature_578 (mu = -0.1075)  |
| 59    | None                        | None                        | None                        | feature_1093 (mu = -0.1026) | None                        | feature_767 (mu = 0.0711)   | None                        | None                        | None                        | None                        | None                        | feature_1493 (mu = -0.1069) |
| 60    | None                        | None                        | None                        | feature_394 (mu = 0.1024)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1780 (mu = 0.1067)  |
| 61    | None                        | None                        | None                        | feature_1923 (mu = 0.1019)  | None                        | None                        | None                        | 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       | 79.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 64.000  |
| Recall                 | 1.000   |
| Precision              | 0.190   |
| F1_Score               | 0.319   |
| Jaccard                | 0.190   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.810   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.032   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 25.316  |

## 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']


 - 79 discovered features:
   ['feature_0', 'feature_1051', 'feature_1067', 'feature_1087', 'feature_111', 'feature_1121', 'feature_1138', 'feature_1198', 'feature_12', 'feature_1234', 'feature_1258', 'feature_1283', 'feature_1284', 'feature_1307', 'feature_1324', 'feature_1330', 'feature_1360', 'feature_1438', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1575', 'feature_1584', 'feature_1605', 'feature_161', 'feature_1676', 'feature_1725', 'feature_1770', 'feature_178', 'feature_179', 'feature_180', 'feature_1816', 'feature_1858', 'feature_187', 'feature_1875', 'feature_1916', 'feature_1931', 'feature_1939', 'feature_1946', 'feature_1949', 'feature_195', 'feature_1950', 'feature_25', 'feature_250', 'feature_276', 'feature_288', 'feature_332', 'feature_365', 'feature_373', 'feature_394', 'feature_397', 'feature_400', 'feature_426', 'feature_435', 'feature_463', 'feature_473', 'feature_479', 'feature_507', 'feature_51', 'feature_591', 'feature_605', 'feature_637', 'feature_645', 'feature_673', 'feature_728', 'feature_741', 'feature_775', 'feature_810', 'feature_858', 'feature_866', 'feature_877', 'feature_888', 'feature_899', 'feature_914', 'feature_915', 'feature_916', 'feature_941', 'feature_944', 'feature_999']

 - 0 missed true support features:
   []

 - 64 extra features found (not in true support):
   ['feature_0', 'feature_1067', 'feature_1087', 'feature_111', 'feature_1121', 'feature_1138', 'feature_1198', 'feature_12', 'feature_1234', 'feature_1258', 'feature_1283', 'feature_1284', 'feature_1324', 'feature_1330', 'feature_1360', 'feature_1438', 'feature_1575', 'feature_1584', 'feature_1605', 'feature_161', 'feature_1725', 'feature_1770', 'feature_179', 'feature_180', 'feature_1816', 'feature_1858', 'feature_1875', 'feature_1916', 'feature_1931', 'feature_1939', 'feature_1946', 'feature_195', 'feature_1950', 'feature_25', 'feature_250', 'feature_276', 'feature_288', 'feature_332', 'feature_373', 'feature_394', 'feature_397', 'feature_400', 'feature_426', 'feature_435', 'feature_463', 'feature_473', 'feature_479', 'feature_507', 'feature_51', 'feature_591', 'feature_605', 'feature_637', 'feature_645', 'feature_673', 'feature_728', 'feature_775', 'feature_810', 'feature_858', 'feature_888', 'feature_914', 'feature_915', 'feature_916', 'feature_941', 'feature_944']


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 = 3.1837)   | feature_1307 (mu = 4.3335)  | feature_866 (mu = 1.8576)   | feature_178 (mu = 1.9520)   | feature_1307 (mu = -2.0563) | feature_178 (mu = -1.9930)  | feature_866 (mu = 2.0321)   | feature_877 (mu = 1.6176)   | feature_877 (mu = -1.5672)  | feature_365 (mu = -1.7280)  | feature_1545 (mu = 2.3995)  | feature_866 (mu = 1.6470)   |
| 1     | feature_1307 (mu = 2.6409)  | feature_178 (mu = -1.4110)  | feature_1545 (mu = -1.2852) | feature_1545 (mu = -1.9499) | feature_1545 (mu = 1.8626)  | feature_1470 (mu = 0.8961)  | feature_741 (mu = -1.2992)  | feature_1470 (mu = 1.3330)  | feature_1676 (mu = -1.5245) | feature_741 (mu = 1.6978)   | feature_741 (mu = 1.3710)   | feature_1307 (mu = 1.5002)  |
| 2     | feature_178 (mu = -1.9988)  | feature_741 (mu = 1.2523)   | feature_1307 (mu = -1.0169) | feature_866 (mu = 1.6505)   | feature_178 (mu = 1.5655)   | feature_1545 (mu = 0.8529)  | feature_1949 (mu = 1.0605)  | feature_178 (mu = -1.3187)  | feature_1307 (mu = 1.4373)  | feature_866 (mu = -1.3616)  | feature_178 (mu = -1.3229)  | feature_178 (mu = -1.2166)  |
| 3     | feature_1522 (mu = -1.2472) | feature_365 (mu = -1.0626)  | feature_1522 (mu = 0.7785)  | feature_741 (mu = -1.1345)  | feature_1522 (mu = 1.4425)  | feature_1307 (mu = 0.7986)  | feature_999 (mu = -1.0369)  | feature_1307 (mu = 1.0244)  | feature_1545 (mu = -1.0315) | feature_187 (mu = 1.2983)   | feature_187 (mu = 1.1202)   | feature_899 (mu = -1.1245)  |
| 4     | feature_899 (mu = -1.2228)  | feature_877 (mu = 0.9424)   | feature_741 (mu = -0.7284)  | feature_1470 (mu = 0.7502)  | feature_1949 (mu = 1.3202)  | feature_1676 (mu = -0.7461) | feature_877 (mu = -0.9717)  | feature_741 (mu = 0.8254)   | feature_866 (mu = 0.8773)   | feature_1307 (mu = 1.2750)  | feature_1470 (mu = 1.0345)  | feature_1545 (mu = -0.9120) |
| 5     | feature_877 (mu = -1.0267)  | feature_1676 (mu = -0.6743) | feature_877 (mu = 0.6861)   | feature_877 (mu = -0.6605)  | feature_866 (mu = -1.0555)  | feature_1949 (mu = 0.7416)  | feature_178 (mu = -0.7472)  | feature_899 (mu = -0.8204)  | feature_999 (mu = -0.8462)  | feature_1470 (mu = 1.2692)  | feature_365 (mu = -0.9646)  | feature_1676 (mu = 0.8222)  |
| 6     | feature_187 (mu = 0.9948)   | feature_1545 (mu = 0.6044)  | feature_365 (mu = -0.5255)  | feature_1949 (mu = 0.6285)  | feature_365 (mu = -0.7880)  | feature_899 (mu = -0.4629)  | feature_1470 (mu = 0.5476)  | feature_1051 (mu = -0.7973) | feature_178 (mu = -0.7467)  | feature_1522 (mu = -1.1657) | feature_877 (mu = -0.9612)  | feature_999 (mu = 0.7844)   |
| 7     | feature_741 (mu = 0.8690)   | feature_1051 (mu = -0.4506) | feature_999 (mu = -0.4061)  | feature_1051 (mu = -0.4964) | feature_877 (mu = 0.7685)   | feature_866 (mu = 0.3982)   | feature_899 (mu = -0.4365)  | feature_866 (mu = 0.7224)   | feature_1522 (mu = -0.6058) | feature_899 (mu = -1.1445)  | feature_1051 (mu = 0.8212)  | feature_365 (mu = 0.7747)   |
| 8     | feature_1545 (mu = -0.6030) | feature_1949 (mu = -0.4288) | feature_1949 (mu = -0.3581) | feature_1307 (mu = 0.4057)  | feature_1676 (mu = 0.7669)  | feature_877 (mu = -0.3645)  | feature_365 (mu = 0.3804)   | feature_365 (mu = -0.5499)  | feature_365 (mu = -0.5802)  | feature_1545 (mu = -0.4283) | feature_1676 (mu = -0.6505) | feature_187 (mu = -0.6779)  |
| 9     | feature_999 (mu = 0.5454)   | feature_1522 (mu = -0.3317) | feature_178 (mu = -0.2001)  | feature_999 (mu = -0.3359)  | feature_187 (mu = -0.7129)  | feature_365 (mu = 0.3135)   | feature_187 (mu = 0.2241)   | feature_999 (mu = -0.4817)  | feature_899 (mu = 0.5775)   | feature_877 (mu = -0.4163)  | feature_1949 (mu = 0.5669)  | feature_1051 (mu = -0.6533) |
| 10    | feature_1949 (mu = -0.5398) | feature_866 (mu = -0.2822)  | feature_1676 (mu = 0.1395)  | feature_187 (mu = -0.3073)  | feature_899 (mu = 0.5140)   | feature_1522 (mu = 0.2639)  | feature_1522 (mu = -0.1900) | feature_1676 (mu = -0.4155) | feature_187 (mu = 0.5379)   | feature_178 (mu = -0.3964)  | feature_866 (mu = -0.5041)  | feature_1522 (mu = 0.2683)  |
| 11    | feature_1470 (mu = 0.4816)  | feature_187 (mu = 0.2778)   | feature_1575 (mu = -0.1242) | feature_1522 (mu = -0.2231) | feature_741 (mu = -0.4865)  | feature_1051 (mu = 0.1710)  | feature_1545 (mu = -0.1790) | feature_1545 (mu = 0.3972)  | feature_1470 (mu = 0.4290)  | feature_1051 (mu = -0.3199) | feature_1307 (mu = -0.4657) | feature_741 (mu = -0.2502)  |
| 12    | feature_1087 (mu = -0.2060) | feature_899 (mu = -0.2112)  | feature_899 (mu = -0.1234)  | feature_195 (mu = 0.1639)   | feature_1051 (mu = 0.4355)  | feature_999 (mu = -0.1613)  | feature_1676 (mu = 0.1114)  | feature_187 (mu = 0.3651)   | feature_741 (mu = -0.4200)  | feature_1676 (mu = 0.1366)  | feature_899 (mu = -0.4144)  | feature_1949 (mu = 0.2193)  |
| 13    | feature_25 (mu = -0.1940)   | feature_1470 (mu = 0.1512)  | feature_728 (mu = 0.1086)   | feature_276 (mu = -0.1548)  | feature_888 (mu = -0.2007)  | feature_741 (mu = 0.1456)   | feature_1067 (mu = 0.1069)  | feature_1522 (mu = 0.2946)  | feature_1949 (mu = 0.2519)  | feature_999 (mu = -0.1289)  | feature_195 (mu = -0.1671)  | feature_25 (mu = -0.1648)   |
| 14    | feature_1931 (mu = 0.1927)  | feature_999 (mu = -0.1400)  | feature_1470 (mu = 0.1077)  | feature_1258 (mu = -0.1493) | feature_195 (mu = -0.1869)  | feature_944 (mu = 0.1179)   | feature_161 (mu = 0.1019)   | feature_1949 (mu = -0.1408) | feature_1051 (mu = 0.2460)  | feature_1949 (mu = 0.1233)  | feature_728 (mu = -0.1521)  | feature_195 (mu = 0.1595)   |
| 15    | feature_161 (mu = 0.1922)   | feature_775 (mu = 0.1180)   | feature_673 (mu = 0.1055)   | feature_1360 (mu = 0.1490)  | feature_161 (mu = -0.1776)  | feature_1138 (mu = 0.1098)  | feature_250 (mu = 0.0954)   | feature_397 (mu = -0.0661)  | feature_195 (mu = 0.1342)   | feature_637 (mu = -0.0596)  | feature_435 (mu = 0.1430)   | feature_161 (mu = 0.1453)   |
| 16    | feature_195 (mu = 0.1920)   | feature_1816 (mu = 0.1047)  | feature_1360 (mu = 0.1055)  | feature_25 (mu = -0.1445)   | feature_1087 (mu = 0.1732)  | feature_810 (mu = -0.1051)  | feature_1916 (mu = 0.0949)  | None                        | feature_1258 (mu = -0.1225) | feature_400 (mu = -0.0570)  | feature_1234 (mu = -0.1401) | feature_1931 (mu = 0.1443)  |
| 17    | feature_1284 (mu = 0.1908)  | feature_479 (mu = -0.1022)  | feature_1939 (mu = 0.0989)  | feature_728 (mu = 0.1401)   | feature_1438 (mu = 0.1615)  | feature_12 (mu = -0.1031)   | feature_1605 (mu = 0.0927)  | None                        | feature_1198 (mu = 0.1179)  | None                        | feature_332 (mu = -0.1381)  | feature_1858 (mu = 0.1399)  |
| 18    | feature_1198 (mu = 0.1903)  | feature_915 (mu = 0.0982)   | feature_1725 (mu = -0.0979) | feature_899 (mu = -0.1332)  | feature_507 (mu = -0.1597)  | feature_288 (mu = 0.0928)   | feature_180 (mu = 0.0922)   | None                        | feature_1284 (mu = 0.1151)  | None                        | feature_1360 (mu = -0.1355) | feature_394 (mu = 0.1388)   |
| 19    | feature_12 (mu = -0.1839)   | feature_1946 (mu = -0.0964) | feature_1324 (mu = 0.0958)  | feature_111 (mu = 0.1286)   | feature_463 (mu = 0.1582)   | feature_435 (mu = 0.0915)   | feature_25 (mu = -0.0919)   | None                        | None                        | None                        | feature_858 (mu = -0.1296)  | feature_250 (mu = 0.1336)   |
| 20    | feature_373 (mu = -0.1795)  | None                        | feature_1283 (mu = 0.0945)  | feature_1584 (mu = -0.1252) | feature_179 (mu = 0.1574)   | feature_473 (mu = 0.0913)   | None                        | None                        | None                        | None                        | feature_0 (mu = 0.1291)     | feature_1198 (mu = 0.1302)  |
| 21    | feature_645 (mu = 0.1794)   | None                        | feature_1770 (mu = -0.0923) | feature_941 (mu = -0.1227)  | feature_1875 (mu = 0.1554)  | feature_1725 (mu = 0.0894)  | None                        | None                        | None                        | None                        | feature_914 (mu = -0.1249)  | feature_1330 (mu = 0.1293)  |
| 22    | feature_1676 (mu = -0.1788) | None                        | None                        | feature_605 (mu = 0.1224)   | feature_1575 (mu = 0.1546)  | feature_591 (mu = 0.0887)   | None                        | None                        | None                        | None                        | feature_473 (mu = 0.1234)   | feature_888 (mu = 0.1291)   |
| 23    | feature_394 (mu = 0.1774)   | None                        | None                        | None                        | feature_916 (mu = 0.1535)   | feature_1121 (mu = 0.0884)  | None                        | None                        | None                        | None                        | feature_288 (mu = 0.1231)   | feature_373 (mu = -0.1281)  |
| 24    | None                        | None                        | None                        | None                        | feature_673 (mu = -0.1503)  | feature_1950 (mu = 0.0873)  | None                        | None                        | None                        | None                        | feature_51 (mu = -0.1224)   | feature_332 (mu = 0.1271)   |
| 25    | None                        | None                        | None                        | None                        | feature_1284 (mu = -0.1500) | feature_728 (mu = -0.0862)  | None                        | None                        | None                        | None                        | feature_426 (mu = 0.1215)   | None                        |


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

No data to display.

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