# GEMSS Experiment Results

## Parameters and Settings

- N_SAMPLES: 100
- N_FEATURES: 2000
- N_GENERATING_SOLUTIONS: 3
- SPARSITY: 5
- NOISE_STD: 0.1
- NAN_RATIO: 0
- BINARIZE: True
- BINARY_RESPONSE_RATIO: 0.5
- DATASET_SEED: 42
- N_CANDIDATE_SOLUTIONS: 12
- N_ITER: 4500
- PRIOR_TYPE: sss
- PRIOR_SPARSITY: 5
- SAMPLE_MORE_PRIORS_COEFF: 1
- STUDENT_DF: 1
- STUDENT_SCALE: 1
- VAR_SLAB: 100
- VAR_SPIKE: 0.1
- WEIGHT_SLAB: 0.9
- WEIGHT_SPIKE: 0.1
- IS_REGULARIZED: True
- LAMBDA_JACCARD: 1000
- BATCH_SIZE: 16
- 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       | 16.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 1.000   |
| Recall                 | 1.000   |
| Precision              | 0.938   |
| F1_Score               | 0.968   |
| Jaccard                | 0.938   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.062   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.001   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 125.000 |

## 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']


 - 16 discovered features:
   ['feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1676', 'feature_178', 'feature_187', 'feature_1949', 'feature_365', 'feature_554', 'feature_741', 'feature_866', 'feature_877', 'feature_899', 'feature_999']

 - 0 missed true support features:
   []

 - 1 extra features found (not in true support):
   ['feature_554']


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_1676 (mu = -1.8749) | feature_178 (mu = -1.7503)  | feature_1522 (mu = -2.4937) | feature_866 (mu = 1.5201)   | feature_1522 (mu = -1.9835) | feature_741 (mu = 1.9903)   | feature_187 (mu = -2.4236)  | feature_1470 (mu = 2.2240)  | feature_1545 (mu = 2.0341)  | feature_1307 (mu = 1.9663)  | feature_1522 (mu = -1.2280) | feature_1307 (mu = -1.5811) |
| 1     | feature_1522 (mu = -1.7331) | feature_1307 (mu = 1.1794)  | feature_1307 (mu = 1.8256)  | feature_1307 (mu = -1.2542) | feature_178 (mu = -1.6149)  | feature_877 (mu = 1.6660)   | feature_866 (mu = -1.9078)  | feature_1949 (mu = 1.7226)  | feature_1949 (mu = -1.2690) | feature_178 (mu = 1.8936)   | feature_178 (mu = -1.1579)  | feature_899 (mu = 1.4697)   |
| 2     | feature_1307 (mu = -1.4065) | feature_187 (mu = -1.0990)  | feature_1545 (mu = -1.1293) | feature_1676 (mu = -1.0909) | feature_866 (mu = 1.0591)   | feature_1522 (mu = -1.5069) | feature_1522 (mu = -1.2832) | feature_1545 (mu = 1.6457)  | feature_999 (mu = -1.1450)  | feature_1522 (mu = -1.1399) | feature_187 (mu = -0.9889)  | feature_178 (mu = 1.3657)   |
| 3     | feature_1051 (mu = 1.2926)  | feature_866 (mu = -0.9721)  | feature_1051 (mu = 1.0623)  | feature_187 (mu = 0.9602)   | feature_1676 (mu = -0.8177) | feature_1949 (mu = 1.3915)  | feature_1307 (mu = 1.1446)  | feature_866 (mu = -1.5200)  | feature_1307 (mu = 1.0446)  | feature_741 (mu = -1.0397)  | feature_1307 (mu = 0.8376)  | feature_1676 (mu = -1.1801) |
| 4     | feature_178 (mu = -0.7212)  | feature_365 (mu = -0.8049)  | feature_866 (mu = -0.9253)  | feature_1522 (mu = -0.9034) | feature_187 (mu = -0.7776)  | feature_1470 (mu = -1.0981) | feature_877 (mu = 1.1261)   | feature_1051 (mu = -1.2382) | feature_178 (mu = -0.8962)  | feature_1545 (mu = -1.0272) | feature_999 (mu = 0.7354)   | feature_1051 (mu = -1.0417) |
| 5     | feature_1470 (mu = -0.6939) | feature_741 (mu = -0.7630)  | feature_365 (mu = 0.8832)   | feature_1051 (mu = 0.7262)  | feature_1051 (mu = 0.7711)  | feature_866 (mu = -1.0771)  | feature_1470 (mu = -1.1087) | feature_365 (mu = -0.8904)  | feature_1676 (mu = 0.8704)  | feature_866 (mu = 1.0236)   | feature_1949 (mu = -0.6041) | feature_1470 (mu = 0.8447)  |
| 6     | feature_877 (mu = -0.6705)  | feature_999 (mu = -0.5462)  | feature_877 (mu = 0.7816)   | feature_178 (mu = 0.7077)   | feature_1949 (mu = 0.5940)  | feature_999 (mu = -0.9317)  | feature_741 (mu = 1.0963)   | feature_899 (mu = 0.8606)   | feature_866 (mu = -0.7870)  | feature_365 (mu = 0.8834)   | feature_1676 (mu = -0.5744) | feature_999 (mu = 0.6400)   |
| 7     | feature_866 (mu = 0.6457)   | feature_1051 (mu = 0.5440)  | feature_999 (mu = -0.6421)  | feature_877 (mu = -0.6289)  | feature_365 (mu = -0.5763)  | feature_1676 (mu = 0.8060)  | feature_999 (mu = -0.9608)  | feature_187 (mu = 0.7321)   | feature_741 (mu = -0.7215)  | feature_877 (mu = -0.8692)  | feature_741 (mu = 0.5527)   | feature_1949 (mu = 0.5405)  |
| 8     | feature_999 (mu = -0.6176)  | feature_1470 (mu = 0.4507)  | feature_1949 (mu = 0.5694)  | feature_1545 (mu = -0.4701) | feature_1307 (mu = 0.5307)  | feature_365 (mu = -0.4733)  | feature_178 (mu = -0.6790)  | feature_741 (mu = 0.6410)   | feature_899 (mu = -0.6130)  | feature_1470 (mu = 0.6311)  | feature_866 (mu = -0.4944)  | feature_877 (mu = -0.5076)  |
| 9     | feature_187 (mu = -0.5174)  | feature_1522 (mu = -0.3916) | feature_1470 (mu = -0.5049) | feature_741 (mu = -0.4373)  | feature_899 (mu = -0.4827)  | feature_554 (mu = -0.2767)  | feature_1949 (mu = -0.6415) | feature_178 (mu = -0.5669)  | feature_187 (mu = -0.5862)  | feature_1949 (mu = 0.5965)  | feature_365 (mu = 0.4346)   | feature_1522 (mu = 0.4987)  |
| 10    | feature_741 (mu = -0.4564)  | feature_899 (mu = -0.3499)  | feature_741 (mu = 0.5039)   | feature_365 (mu = 0.4267)   | feature_999 (mu = -0.4725)  | feature_178 (mu = -0.2577)  | feature_1676 (mu = 0.6348)  | feature_999 (mu = 0.5461)   | feature_1522 (mu = 0.4711)  | feature_1051 (mu = 0.5463)  | feature_877 (mu = 0.2924)   | feature_866 (mu = 0.3766)   |
| 11    | feature_365 (mu = -0.2915)  | feature_877 (mu = 0.3220)   | feature_899 (mu = -0.2377)  | feature_1949 (mu = 0.3629)  | feature_877 (mu = 0.2051)   | feature_1545 (mu = -0.2497) | feature_1545 (mu = 0.2132)  | feature_877 (mu = 0.5173)   | feature_877 (mu = 0.3401)   | feature_999 (mu = -0.4110)  | feature_899 (mu = -0.2561)  | feature_187 (mu = -0.2053)  |
| 12    | feature_1949 (mu = -0.2229) | feature_1949 (mu = -0.2381) | None                        | None                        | None                        | feature_187 (mu = -0.2257)  | None                        | feature_1307 (mu = 0.2646)  | feature_1051 (mu = 0.2932)  | None                        | None                        | None                        |
| 13    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1470 (mu = 0.2033)  | None                        | None                        | None                        |


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

No data to display.

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

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

## TOP Solutions

Required sparsity = 5

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

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

## Overview of discovered features for TOP solutions:

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


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

 - 0 missed true support features:
   []

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


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

| Index | component_0                 | component_1                | component_2                 | component_3                 | component_4                 | component_5                 | component_6                 | component_7                 | component_8                 | component_9                 | component_10                | component_11                |
| _____ | ___________________________ | __________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ |
| 0     | feature_1676 (mu = -1.8749) | feature_178 (mu = -1.7503) | feature_1522 (mu = -2.4937) | feature_866 (mu = 1.5201)   | feature_1522 (mu = -1.9835) | feature_741 (mu = 1.9903)   | feature_187 (mu = -2.4236)  | feature_1470 (mu = 2.2240)  | feature_1545 (mu = 2.0341)  | feature_1307 (mu = 1.9663)  | feature_1522 (mu = -1.2280) | feature_1307 (mu = -1.5811) |
| 1     | feature_1522 (mu = -1.7331) | feature_1307 (mu = 1.1794) | feature_1307 (mu = 1.8256)  | feature_1307 (mu = -1.2542) | feature_178 (mu = -1.6149)  | feature_877 (mu = 1.6660)   | feature_866 (mu = -1.9078)  | feature_1949 (mu = 1.7226)  | feature_1949 (mu = -1.2690) | feature_178 (mu = 1.8936)   | feature_178 (mu = -1.1579)  | feature_899 (mu = 1.4697)   |
| 2     | feature_1307 (mu = -1.4065) | feature_187 (mu = -1.0990) | feature_1545 (mu = -1.1293) | feature_1676 (mu = -1.0909) | feature_866 (mu = 1.0591)   | feature_1522 (mu = -1.5069) | feature_1522 (mu = -1.2832) | feature_1545 (mu = 1.6457)  | feature_999 (mu = -1.1450)  | feature_1522 (mu = -1.1399) | feature_187 (mu = -0.9889)  | feature_178 (mu = 1.3657)   |
| 3     | feature_1051 (mu = 1.2926)  | feature_866 (mu = -0.9721) | feature_1051 (mu = 1.0623)  | feature_187 (mu = 0.9602)   | feature_1676 (mu = -0.8177) | feature_1949 (mu = 1.3915)  | feature_1307 (mu = 1.1446)  | feature_866 (mu = -1.5200)  | feature_1307 (mu = 1.0446)  | feature_741 (mu = -1.0397)  | feature_1307 (mu = 0.8376)  | feature_1676 (mu = -1.1801) |
| 4     | feature_178 (mu = -0.7212)  | feature_365 (mu = -0.8049) | feature_866 (mu = -0.9253)  | feature_1522 (mu = -0.9034) | feature_187 (mu = -0.7776)  | feature_1470 (mu = -1.0981) | feature_877 (mu = 1.1261)   | feature_1051 (mu = -1.2382) | feature_178 (mu = -0.8962)  | feature_1545 (mu = -1.0272) | feature_999 (mu = 0.7354)   | feature_1051 (mu = -1.0417) |


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       | 677.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 662.000 |
| Recall                 | 1.000   |
| Precision              | 0.022   |
| F1_Score               | 0.043   |
| Jaccard                | 0.022   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.978   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.331   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 2.954   |

## 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']


 - 677 discovered features:
   ['feature_1000', 'feature_1001', 'feature_1004', 'feature_1006', 'feature_1007', 'feature_1009', 'feature_1014', 'feature_1015', 'feature_1017', 'feature_1020', 'feature_1022', 'feature_1023', 'feature_1025', 'feature_1026', 'feature_1032', 'feature_1034', 'feature_1036', 'feature_1040', 'feature_1042', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_1049', 'feature_105', 'feature_1051', 'feature_1059', 'feature_1060', 'feature_1062', 'feature_1064', 'feature_1070', 'feature_1079', 'feature_108', 'feature_1081', 'feature_109', 'feature_1090', 'feature_1091', 'feature_1095', 'feature_1096', 'feature_1097', 'feature_1103', 'feature_1105', 'feature_1115', 'feature_1116', 'feature_1117', 'feature_112', 'feature_1120', 'feature_1121', 'feature_1128', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1133', 'feature_1135', 'feature_1145', 'feature_1146', 'feature_1147', 'feature_1148', 'feature_115', 'feature_1150', 'feature_1155', 'feature_1160', 'feature_1162', 'feature_1167', 'feature_1169', 'feature_1179', 'feature_1182', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1196', 'feature_1198', 'feature_12', 'feature_1202', 'feature_1209', 'feature_1213', 'feature_1216', 'feature_1225', 'feature_123', 'feature_1231', 'feature_1237', 'feature_1238', 'feature_1242', 'feature_1244', 'feature_1246', 'feature_1255', 'feature_1258', 'feature_1265', 'feature_1271', 'feature_1272', 'feature_1273', 'feature_1275', 'feature_1277', 'feature_1279', 'feature_1284', 'feature_1285', 'feature_1288', 'feature_1289', 'feature_129', 'feature_1298', 'feature_130', 'feature_1300', 'feature_1302', 'feature_1304', 'feature_1307', 'feature_1308', 'feature_131', 'feature_1314', 'feature_1317', 'feature_132', 'feature_1326', 'feature_133', 'feature_1337', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1346', 'feature_1348', 'feature_1355', 'feature_1358', 'feature_1361', 'feature_1365', 'feature_137', 'feature_1370', 'feature_1371', 'feature_1373', 'feature_1374', 'feature_1375', 'feature_1376', 'feature_1377', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1397', 'feature_1398', 'feature_1399', 'feature_140', 'feature_1400', 'feature_1401', 'feature_1407', 'feature_1409', 'feature_1411', 'feature_1412', 'feature_1414', 'feature_1415', 'feature_1416', 'feature_1420', 'feature_1426', 'feature_1428', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1433', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_1442', 'feature_1445', 'feature_1446', 'feature_1447', 'feature_1451', 'feature_1455', 'feature_1456', 'feature_1458', 'feature_146', 'feature_1461', 'feature_1465', 'feature_1468', 'feature_147', 'feature_1470', 'feature_1472', 'feature_1473', 'feature_1477', 'feature_1479', 'feature_1482', 'feature_1483', 'feature_1485', 'feature_1491', 'feature_1497', 'feature_150', 'feature_1500', 'feature_1501', 'feature_1503', 'feature_1504', 'feature_1505', 'feature_1507', 'feature_1509', 'feature_1511', 'feature_1513', 'feature_1514', 'feature_1516', 'feature_1519', 'feature_1521', 'feature_1522', 'feature_1525', 'feature_1527', 'feature_153', 'feature_1530', 'feature_1531', 'feature_1534', 'feature_1538', 'feature_1539', 'feature_1541', 'feature_1542', 'feature_1545', 'feature_1549', 'feature_1550', 'feature_1552', 'feature_1553', 'feature_1558', 'feature_1559', 'feature_1560', 'feature_1563', 'feature_1566', 'feature_157', 'feature_1579', 'feature_1580', 'feature_1583', 'feature_1586', 'feature_1588', 'feature_1589', 'feature_159', 'feature_1590', 'feature_1594', 'feature_1596', 'feature_1597', 'feature_16', 'feature_1600', 'feature_1603', 'feature_1606', 'feature_1609', 'feature_1613', 'feature_1616', 'feature_1617', 'feature_162', 'feature_1620', 'feature_1621', 'feature_1623', 'feature_1626', 'feature_1627', 'feature_1632', 'feature_1637', 'feature_165', 'feature_1650', 'feature_1652', 'feature_1658', 'feature_1660', 'feature_1662', 'feature_1671', 'feature_1676', 'feature_1678', 'feature_1679', 'feature_1683', 'feature_1684', 'feature_1688', 'feature_1690', 'feature_1691', 'feature_1695', 'feature_17', 'feature_170', 'feature_1702', 'feature_1706', 'feature_1710', 'feature_1711', 'feature_1715', 'feature_1719', 'feature_172', 'feature_1721', 'feature_1728', 'feature_1729', 'feature_1731', 'feature_1736', 'feature_1738', 'feature_1739', 'feature_1741', 'feature_1742', 'feature_1743', 'feature_1748', 'feature_1752', 'feature_1757', 'feature_176', 'feature_1762', 'feature_1765', 'feature_1767', 'feature_1768', 'feature_177', 'feature_1770', 'feature_1772', 'feature_1774', 'feature_1776', 'feature_1777', 'feature_1778', 'feature_178', 'feature_1780', 'feature_1785', 'feature_1787', 'feature_1790', 'feature_1793', 'feature_1794', 'feature_1797', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_182', 'feature_1820', 'feature_1822', 'feature_1826', 'feature_1827', 'feature_1828', 'feature_1836', 'feature_1837', 'feature_1839', 'feature_1840', 'feature_1842', 'feature_1852', 'feature_1853', 'feature_1862', 'feature_1866', 'feature_1867', 'feature_1868', 'feature_187', 'feature_1871', 'feature_1874', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1885', 'feature_1886', 'feature_1887', 'feature_1889', 'feature_1891', 'feature_1892', 'feature_1893', 'feature_1896', 'feature_1899', 'feature_1900', 'feature_1902', 'feature_1909', 'feature_1910', 'feature_1911', 'feature_1914', 'feature_1916', 'feature_1918', 'feature_1920', 'feature_1921', 'feature_1924', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1931', 'feature_1934', 'feature_1939', 'feature_194', 'feature_1942', 'feature_1945', 'feature_1949', 'feature_1951', 'feature_1953', 'feature_1960', 'feature_1962', 'feature_1963', 'feature_1968', 'feature_1971', 'feature_1972', 'feature_1977', 'feature_1980', 'feature_1982', 'feature_1985', 'feature_1986', 'feature_1995', 'feature_200', 'feature_201', 'feature_207', 'feature_210', 'feature_211', 'feature_213', 'feature_214', 'feature_215', 'feature_217', 'feature_218', 'feature_223', 'feature_224', 'feature_225', 'feature_227', 'feature_238', 'feature_240', 'feature_243', 'feature_248', 'feature_252', 'feature_254', 'feature_261', 'feature_266', 'feature_270', 'feature_273', 'feature_274', 'feature_276', 'feature_278', 'feature_279', 'feature_282', 'feature_286', 'feature_288', 'feature_289', 'feature_290', 'feature_298', 'feature_299', 'feature_30', 'feature_303', 'feature_305', 'feature_31', 'feature_311', 'feature_312', 'feature_313', 'feature_315', 'feature_317', 'feature_318', 'feature_319', 'feature_324', 'feature_325', 'feature_327', 'feature_329', 'feature_330', 'feature_331', 'feature_332', 'feature_334', 'feature_335', 'feature_336', 'feature_342', 'feature_343', 'feature_344', 'feature_345', 'feature_348', 'feature_350', 'feature_351', 'feature_357', 'feature_365', 'feature_367', 'feature_368', 'feature_372', 'feature_373', 'feature_374', 'feature_376', 'feature_377', 'feature_378', 'feature_379', 'feature_39', 'feature_394', 'feature_395', 'feature_397', 'feature_398', 'feature_40', 'feature_401', 'feature_404', 'feature_405', 'feature_407', 'feature_409', 'feature_41', 'feature_412', 'feature_419', 'feature_422', 'feature_427', 'feature_429', 'feature_43', 'feature_44', 'feature_442', 'feature_455', 'feature_456', 'feature_457', 'feature_461', 'feature_467', 'feature_470', 'feature_473', 'feature_478', 'feature_48', 'feature_482', 'feature_483', 'feature_487', 'feature_489', 'feature_493', 'feature_495', 'feature_497', 'feature_499', 'feature_5', 'feature_50', 'feature_502', 'feature_505', 'feature_51', 'feature_511', 'feature_517', 'feature_518', 'feature_52', 'feature_521', 'feature_522', 'feature_525', 'feature_526', 'feature_527', 'feature_528', 'feature_530', 'feature_531', 'feature_532', 'feature_535', 'feature_537', 'feature_544', 'feature_55', 'feature_550', 'feature_552', 'feature_553', 'feature_554', 'feature_557', 'feature_561', 'feature_562', 'feature_563', 'feature_565', 'feature_568', 'feature_57', 'feature_571', 'feature_574', 'feature_579', 'feature_580', 'feature_581', 'feature_582', 'feature_583', 'feature_586', 'feature_587', 'feature_594', 'feature_598', 'feature_6', 'feature_600', 'feature_604', 'feature_605', 'feature_606', 'feature_609', 'feature_61', 'feature_610', 'feature_612', 'feature_62', 'feature_621', 'feature_623', 'feature_625', 'feature_626', 'feature_627', 'feature_631', 'feature_634', 'feature_637', 'feature_639', 'feature_640', 'feature_641', 'feature_642', 'feature_651', 'feature_652', 'feature_656', 'feature_657', 'feature_659', 'feature_660', 'feature_662', 'feature_665', 'feature_668', 'feature_669', 'feature_67', 'feature_672', 'feature_678', 'feature_680', 'feature_682', 'feature_683', 'feature_684', 'feature_687', 'feature_688', 'feature_690', 'feature_691', 'feature_695', 'feature_696', 'feature_697', 'feature_7', 'feature_700', 'feature_704', 'feature_708', 'feature_709', 'feature_711', 'feature_713', 'feature_714', 'feature_715', 'feature_722', 'feature_726', 'feature_730', 'feature_738', 'feature_74', 'feature_740', 'feature_741', 'feature_744', 'feature_747', 'feature_749', 'feature_751', 'feature_762', 'feature_764', 'feature_768', 'feature_775', 'feature_781', 'feature_784', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_8', 'feature_80', 'feature_802', 'feature_803', 'feature_808', 'feature_809', 'feature_813', 'feature_823', 'feature_831', 'feature_839', 'feature_84', 'feature_840', 'feature_841', 'feature_846', 'feature_847', 'feature_848', 'feature_85', 'feature_852', 'feature_853', 'feature_857', 'feature_858', 'feature_86', 'feature_863', 'feature_865', 'feature_866', 'feature_867', 'feature_87', 'feature_871', 'feature_872', 'feature_876', 'feature_877', 'feature_879', 'feature_881', 'feature_882', 'feature_883', 'feature_884', 'feature_887', 'feature_89', 'feature_891', 'feature_899', 'feature_900', 'feature_904', 'feature_905', 'feature_910', 'feature_913', 'feature_921', 'feature_929', 'feature_930', 'feature_934', 'feature_94', 'feature_942', 'feature_945', 'feature_95', 'feature_951', 'feature_952', 'feature_957', 'feature_96', 'feature_960', 'feature_962', 'feature_965', 'feature_966', 'feature_968', 'feature_970', 'feature_972', 'feature_975', 'feature_976', 'feature_978', 'feature_979', 'feature_980', 'feature_982', 'feature_984', 'feature_989', 'feature_99', 'feature_997', 'feature_999']

 - 0 missed true support features:
   []

 - 662 extra features found (not in true support):
   ['feature_1000', 'feature_1001', 'feature_1004', 'feature_1006', 'feature_1007', 'feature_1009', 'feature_1014', 'feature_1015', 'feature_1017', 'feature_1020', 'feature_1022', 'feature_1023', 'feature_1025', 'feature_1026', 'feature_1032', 'feature_1034', 'feature_1036', 'feature_1040', 'feature_1042', 'feature_1044', 'feature_1045', 'feature_1046', 'feature_1049', 'feature_105', 'feature_1059', 'feature_1060', 'feature_1062', 'feature_1064', 'feature_1070', 'feature_1079', 'feature_108', 'feature_1081', 'feature_109', 'feature_1090', 'feature_1091', 'feature_1095', 'feature_1096', 'feature_1097', 'feature_1103', 'feature_1105', 'feature_1115', 'feature_1116', 'feature_1117', 'feature_112', 'feature_1120', 'feature_1121', 'feature_1128', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1133', 'feature_1135', 'feature_1145', 'feature_1146', 'feature_1147', 'feature_1148', 'feature_115', 'feature_1150', 'feature_1155', 'feature_1160', 'feature_1162', 'feature_1167', 'feature_1169', 'feature_1179', 'feature_1182', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1196', 'feature_1198', 'feature_12', 'feature_1202', 'feature_1209', 'feature_1213', 'feature_1216', 'feature_1225', 'feature_123', 'feature_1231', 'feature_1237', 'feature_1238', 'feature_1242', 'feature_1244', 'feature_1246', 'feature_1255', 'feature_1258', 'feature_1265', 'feature_1271', 'feature_1272', 'feature_1273', 'feature_1275', 'feature_1277', 'feature_1279', 'feature_1284', 'feature_1285', 'feature_1288', 'feature_1289', 'feature_129', 'feature_1298', 'feature_130', 'feature_1300', 'feature_1302', 'feature_1304', 'feature_1308', 'feature_131', 'feature_1314', 'feature_1317', 'feature_132', 'feature_1326', 'feature_133', 'feature_1337', 'feature_1338', 'feature_1339', 'feature_1340', 'feature_1346', 'feature_1348', 'feature_1355', 'feature_1358', 'feature_1361', 'feature_1365', 'feature_137', 'feature_1370', 'feature_1371', 'feature_1373', 'feature_1374', 'feature_1375', 'feature_1376', 'feature_1377', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1397', 'feature_1398', 'feature_1399', 'feature_140', 'feature_1400', 'feature_1401', 'feature_1407', 'feature_1409', 'feature_1411', 'feature_1412', 'feature_1414', 'feature_1415', 'feature_1416', 'feature_1420', 'feature_1426', 'feature_1428', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1433', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_1442', 'feature_1445', 'feature_1446', 'feature_1447', 'feature_1451', 'feature_1455', 'feature_1456', 'feature_1458', 'feature_146', 'feature_1461', 'feature_1465', 'feature_1468', 'feature_147', 'feature_1472', 'feature_1473', 'feature_1477', 'feature_1479', 'feature_1482', 'feature_1483', 'feature_1485', 'feature_1491', 'feature_1497', 'feature_150', 'feature_1500', 'feature_1501', 'feature_1503', 'feature_1504', 'feature_1505', 'feature_1507', 'feature_1509', 'feature_1511', 'feature_1513', 'feature_1514', 'feature_1516', 'feature_1519', 'feature_1521', 'feature_1525', 'feature_1527', 'feature_153', 'feature_1530', 'feature_1531', 'feature_1534', 'feature_1538', 'feature_1539', 'feature_1541', 'feature_1542', 'feature_1549', 'feature_1550', 'feature_1552', 'feature_1553', 'feature_1558', 'feature_1559', 'feature_1560', 'feature_1563', 'feature_1566', 'feature_157', 'feature_1579', 'feature_1580', 'feature_1583', 'feature_1586', 'feature_1588', 'feature_1589', 'feature_159', 'feature_1590', 'feature_1594', 'feature_1596', 'feature_1597', 'feature_16', 'feature_1600', 'feature_1603', 'feature_1606', 'feature_1609', 'feature_1613', 'feature_1616', 'feature_1617', 'feature_162', 'feature_1620', 'feature_1621', 'feature_1623', 'feature_1626', 'feature_1627', 'feature_1632', 'feature_1637', 'feature_165', 'feature_1650', 'feature_1652', 'feature_1658', 'feature_1660', 'feature_1662', 'feature_1671', 'feature_1678', 'feature_1679', 'feature_1683', 'feature_1684', 'feature_1688', 'feature_1690', 'feature_1691', 'feature_1695', 'feature_17', 'feature_170', 'feature_1702', 'feature_1706', 'feature_1710', 'feature_1711', 'feature_1715', 'feature_1719', 'feature_172', 'feature_1721', 'feature_1728', 'feature_1729', 'feature_1731', 'feature_1736', 'feature_1738', 'feature_1739', 'feature_1741', 'feature_1742', 'feature_1743', 'feature_1748', 'feature_1752', 'feature_1757', 'feature_176', 'feature_1762', 'feature_1765', 'feature_1767', 'feature_1768', 'feature_177', 'feature_1770', 'feature_1772', 'feature_1774', 'feature_1776', 'feature_1777', 'feature_1778', 'feature_1780', 'feature_1785', 'feature_1787', 'feature_1790', 'feature_1793', 'feature_1794', 'feature_1797', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_182', 'feature_1820', 'feature_1822', 'feature_1826', 'feature_1827', 'feature_1828', 'feature_1836', 'feature_1837', 'feature_1839', 'feature_1840', 'feature_1842', 'feature_1852', 'feature_1853', 'feature_1862', 'feature_1866', 'feature_1867', 'feature_1868', 'feature_1871', 'feature_1874', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1885', 'feature_1886', 'feature_1887', 'feature_1889', 'feature_1891', 'feature_1892', 'feature_1893', 'feature_1896', 'feature_1899', 'feature_1900', 'feature_1902', 'feature_1909', 'feature_1910', 'feature_1911', 'feature_1914', 'feature_1916', 'feature_1918', 'feature_1920', 'feature_1921', 'feature_1924', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1931', 'feature_1934', 'feature_1939', 'feature_194', 'feature_1942', 'feature_1945', 'feature_1951', 'feature_1953', 'feature_1960', 'feature_1962', 'feature_1963', 'feature_1968', 'feature_1971', 'feature_1972', 'feature_1977', 'feature_1980', 'feature_1982', 'feature_1985', 'feature_1986', 'feature_1995', 'feature_200', 'feature_201', 'feature_207', 'feature_210', 'feature_211', 'feature_213', 'feature_214', 'feature_215', 'feature_217', 'feature_218', 'feature_223', 'feature_224', 'feature_225', 'feature_227', 'feature_238', 'feature_240', 'feature_243', 'feature_248', 'feature_252', 'feature_254', 'feature_261', 'feature_266', 'feature_270', 'feature_273', 'feature_274', 'feature_276', 'feature_278', 'feature_279', 'feature_282', 'feature_286', 'feature_288', 'feature_289', 'feature_290', 'feature_298', 'feature_299', 'feature_30', 'feature_303', 'feature_305', 'feature_31', 'feature_311', 'feature_312', 'feature_313', 'feature_315', 'feature_317', 'feature_318', 'feature_319', 'feature_324', 'feature_325', 'feature_327', 'feature_329', 'feature_330', 'feature_331', 'feature_332', 'feature_334', 'feature_335', 'feature_336', 'feature_342', 'feature_343', 'feature_344', 'feature_345', 'feature_348', 'feature_350', 'feature_351', 'feature_357', 'feature_367', 'feature_368', 'feature_372', 'feature_373', 'feature_374', 'feature_376', 'feature_377', 'feature_378', 'feature_379', 'feature_39', 'feature_394', 'feature_395', 'feature_397', 'feature_398', 'feature_40', 'feature_401', 'feature_404', 'feature_405', 'feature_407', 'feature_409', 'feature_41', 'feature_412', 'feature_419', 'feature_422', 'feature_427', 'feature_429', 'feature_43', 'feature_44', 'feature_442', 'feature_455', 'feature_456', 'feature_457', 'feature_461', 'feature_467', 'feature_470', 'feature_473', 'feature_478', 'feature_48', 'feature_482', 'feature_483', 'feature_487', 'feature_489', 'feature_493', 'feature_495', 'feature_497', 'feature_499', 'feature_5', 'feature_50', 'feature_502', 'feature_505', 'feature_51', 'feature_511', 'feature_517', 'feature_518', 'feature_52', 'feature_521', 'feature_522', 'feature_525', 'feature_526', 'feature_527', 'feature_528', 'feature_530', 'feature_531', 'feature_532', 'feature_535', 'feature_537', 'feature_544', 'feature_55', 'feature_550', 'feature_552', 'feature_553', 'feature_554', 'feature_557', 'feature_561', 'feature_562', 'feature_563', 'feature_565', 'feature_568', 'feature_57', 'feature_571', 'feature_574', 'feature_579', 'feature_580', 'feature_581', 'feature_582', 'feature_583', 'feature_586', 'feature_587', 'feature_594', 'feature_598', 'feature_6', 'feature_600', 'feature_604', 'feature_605', 'feature_606', 'feature_609', 'feature_61', 'feature_610', 'feature_612', 'feature_62', 'feature_621', 'feature_623', 'feature_625', 'feature_626', 'feature_627', 'feature_631', 'feature_634', 'feature_637', 'feature_639', 'feature_640', 'feature_641', 'feature_642', 'feature_651', 'feature_652', 'feature_656', 'feature_657', 'feature_659', 'feature_660', 'feature_662', 'feature_665', 'feature_668', 'feature_669', 'feature_67', 'feature_672', 'feature_678', 'feature_680', 'feature_682', 'feature_683', 'feature_684', 'feature_687', 'feature_688', 'feature_690', 'feature_691', 'feature_695', 'feature_696', 'feature_697', 'feature_7', 'feature_700', 'feature_704', 'feature_708', 'feature_709', 'feature_711', 'feature_713', 'feature_714', 'feature_715', 'feature_722', 'feature_726', 'feature_730', 'feature_738', 'feature_74', 'feature_740', 'feature_744', 'feature_747', 'feature_749', 'feature_751', 'feature_762', 'feature_764', 'feature_768', 'feature_775', 'feature_781', 'feature_784', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_8', 'feature_80', 'feature_802', 'feature_803', 'feature_808', 'feature_809', 'feature_813', 'feature_823', 'feature_831', 'feature_839', 'feature_84', 'feature_840', 'feature_841', 'feature_846', 'feature_847', 'feature_848', 'feature_85', 'feature_852', 'feature_853', 'feature_857', 'feature_858', 'feature_86', 'feature_863', 'feature_865', 'feature_867', 'feature_87', 'feature_871', 'feature_872', 'feature_876', 'feature_879', 'feature_881', 'feature_882', 'feature_883', 'feature_884', 'feature_887', 'feature_89', 'feature_891', 'feature_900', 'feature_904', 'feature_905', 'feature_910', 'feature_913', 'feature_921', 'feature_929', 'feature_930', 'feature_934', 'feature_94', 'feature_942', 'feature_945', 'feature_95', 'feature_951', 'feature_952', 'feature_957', 'feature_96', 'feature_960', 'feature_962', 'feature_965', 'feature_966', 'feature_968', 'feature_970', 'feature_972', 'feature_975', 'feature_976', 'feature_978', 'feature_979', 'feature_980', 'feature_982', 'feature_984', 'feature_989', 'feature_99', '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_1676 (mu = -1.8749) | feature_178 (mu = -1.7503)  | feature_1522 (mu = -2.4937) | feature_866 (mu = 1.5201)   | feature_1522 (mu = -1.9835) | feature_741 (mu = 1.9903)   | feature_187 (mu = -2.4236)  | feature_1470 (mu = 2.2240)  | feature_1545 (mu = 2.0341)  | feature_1307 (mu = 1.9663)  | feature_1522 (mu = -1.2280) | feature_1307 (mu = -1.5811) |
| 1     | feature_1522 (mu = -1.7331) | feature_1307 (mu = 1.1794)  | feature_1307 (mu = 1.8256)  | feature_1307 (mu = -1.2542) | feature_178 (mu = -1.6149)  | feature_877 (mu = 1.6660)   | feature_866 (mu = -1.9078)  | feature_1949 (mu = 1.7226)  | feature_1949 (mu = -1.2690) | feature_178 (mu = 1.8936)   | feature_178 (mu = -1.1579)  | feature_899 (mu = 1.4697)   |
| 2     | feature_1307 (mu = -1.4065) | feature_187 (mu = -1.0990)  | feature_1545 (mu = -1.1293) | feature_1676 (mu = -1.0909) | feature_866 (mu = 1.0591)   | feature_1522 (mu = -1.5069) | feature_1522 (mu = -1.2832) | feature_1545 (mu = 1.6457)  | feature_999 (mu = -1.1450)  | feature_1522 (mu = -1.1399) | feature_187 (mu = -0.9889)  | feature_178 (mu = 1.3657)   |
| 3     | feature_1051 (mu = 1.2926)  | feature_866 (mu = -0.9721)  | feature_1051 (mu = 1.0623)  | feature_187 (mu = 0.9602)   | feature_1676 (mu = -0.8177) | feature_1949 (mu = 1.3915)  | feature_1307 (mu = 1.1446)  | feature_866 (mu = -1.5200)  | feature_1307 (mu = 1.0446)  | feature_741 (mu = -1.0397)  | feature_1307 (mu = 0.8376)  | feature_1676 (mu = -1.1801) |
| 4     | feature_178 (mu = -0.7212)  | feature_365 (mu = -0.8049)  | feature_866 (mu = -0.9253)  | feature_1522 (mu = -0.9034) | feature_187 (mu = -0.7776)  | feature_1470 (mu = -1.0981) | feature_877 (mu = 1.1261)   | feature_1051 (mu = -1.2382) | feature_178 (mu = -0.8962)  | feature_1545 (mu = -1.0272) | feature_999 (mu = 0.7354)   | feature_1051 (mu = -1.0417) |
| 5     | feature_1470 (mu = -0.6939) | feature_741 (mu = -0.7630)  | feature_365 (mu = 0.8832)   | feature_1051 (mu = 0.7262)  | feature_1051 (mu = 0.7711)  | feature_866 (mu = -1.0771)  | feature_1470 (mu = -1.1087) | feature_365 (mu = -0.8904)  | feature_1676 (mu = 0.8704)  | feature_866 (mu = 1.0236)   | feature_1949 (mu = -0.6041) | feature_1470 (mu = 0.8447)  |
| 6     | feature_877 (mu = -0.6705)  | feature_999 (mu = -0.5462)  | feature_877 (mu = 0.7816)   | feature_178 (mu = 0.7077)   | feature_1949 (mu = 0.5940)  | feature_999 (mu = -0.9317)  | feature_741 (mu = 1.0963)   | feature_899 (mu = 0.8606)   | feature_866 (mu = -0.7870)  | feature_365 (mu = 0.8834)   | feature_1676 (mu = -0.5744) | feature_999 (mu = 0.6400)   |
| 7     | feature_866 (mu = 0.6457)   | feature_1051 (mu = 0.5440)  | feature_999 (mu = -0.6421)  | feature_877 (mu = -0.6289)  | feature_365 (mu = -0.5763)  | feature_1676 (mu = 0.8060)  | feature_999 (mu = -0.9608)  | feature_187 (mu = 0.7321)   | feature_741 (mu = -0.7215)  | feature_877 (mu = -0.8692)  | feature_741 (mu = 0.5527)   | feature_1949 (mu = 0.5405)  |
| 8     | feature_999 (mu = -0.6176)  | feature_1470 (mu = 0.4507)  | feature_1949 (mu = 0.5694)  | feature_1545 (mu = -0.4701) | feature_1307 (mu = 0.5307)  | feature_365 (mu = -0.4733)  | feature_178 (mu = -0.6790)  | feature_741 (mu = 0.6410)   | feature_899 (mu = -0.6130)  | feature_1470 (mu = 0.6311)  | feature_866 (mu = -0.4944)  | feature_877 (mu = -0.5076)  |
| 9     | feature_187 (mu = -0.5174)  | feature_1522 (mu = -0.3916) | feature_1470 (mu = -0.5049) | feature_741 (mu = -0.4373)  | feature_899 (mu = -0.4827)  | feature_554 (mu = -0.2767)  | feature_1949 (mu = -0.6415) | feature_178 (mu = -0.5669)  | feature_187 (mu = -0.5862)  | feature_1949 (mu = 0.5965)  | feature_365 (mu = 0.4346)   | feature_1522 (mu = 0.4987)  |
| 10    | feature_741 (mu = -0.4564)  | feature_899 (mu = -0.3499)  | feature_741 (mu = 0.5039)   | feature_365 (mu = 0.4267)   | feature_999 (mu = -0.4725)  | feature_178 (mu = -0.2577)  | feature_1676 (mu = 0.6348)  | feature_999 (mu = 0.5461)   | feature_1522 (mu = 0.4711)  | feature_1051 (mu = 0.5463)  | feature_877 (mu = 0.2924)   | feature_866 (mu = 0.3766)   |
| 11    | feature_365 (mu = -0.2915)  | feature_877 (mu = 0.3220)   | feature_899 (mu = -0.2377)  | feature_1949 (mu = 0.3629)  | feature_877 (mu = 0.2051)   | feature_1545 (mu = -0.2497) | feature_1545 (mu = 0.2132)  | feature_877 (mu = 0.5173)   | feature_877 (mu = 0.3401)   | feature_999 (mu = -0.4110)  | feature_899 (mu = -0.2561)  | feature_187 (mu = -0.2053)  |
| 12    | feature_1949 (mu = -0.2229) | feature_1949 (mu = -0.2381) | feature_1676 (mu = 0.1484)  | feature_1470 (mu = -0.1378) | feature_1470 (mu = -0.1756) | feature_187 (mu = -0.2257)  | feature_1051 (mu = 0.1534)  | feature_1307 (mu = 0.2646)  | feature_1051 (mu = 0.2932)  | feature_899 (mu = 0.1466)   | feature_1715 (mu = -0.1625) | feature_1545 (mu = 0.1854)  |
| 13    | feature_1147 (mu = 0.1007)  | feature_1545 (mu = 0.1040)  | feature_550 (mu = -0.1062)  | feature_999 (mu = -0.1059)  | feature_1545 (mu = -0.1240) | feature_899 (mu = 0.1888)   | feature_899 (mu = -0.1434)  | feature_1676 (mu = -0.1803) | feature_1470 (mu = 0.2033)  | feature_187 (mu = 0.1455)   | feature_1070 (mu = 0.1564)  | feature_365 (mu = -0.1643)  |
| 14    | feature_1623 (mu = -0.0885) | feature_962 (mu = -0.1010)  | feature_187 (mu = -0.1057)  | feature_1044 (mu = 0.0805)  | feature_1892 (mu = -0.1079) | feature_1307 (mu = 0.1404)  | feature_365 (mu = -0.1329)  | feature_1522 (mu = -0.1117) | feature_365 (mu = -0.1263)  | feature_266 (mu = 0.1270)   | feature_1348 (mu = 0.1524)  | feature_621 (mu = 0.1556)   |
| 15    | feature_1020 (mu = -0.0885) | feature_84 (mu = -0.1009)   | feature_1346 (mu = 0.1030)  | feature_1060 (mu = 0.0710)  | feature_511 (mu = 0.0908)   | feature_119 (mu = 0.1285)   | feature_1060 (mu = -0.1203) | feature_793 (mu = 0.0911)   | feature_1246 (mu = -0.0991) | feature_7 (mu = 0.1262)     | feature_372 (mu = 0.1511)   | feature_1044 (mu = 0.1531)  |
| 16    | feature_43 (mu = 0.0801)    | feature_872 (mu = -0.1003)  | feature_140 (mu = -0.0985)  | feature_1000 (mu = -0.0705) | feature_872 (mu = -0.0888)  | feature_1930 (mu = -0.1241) | feature_1715 (mu = -0.1183) | feature_1924 (mu = -0.0891) | feature_1852 (mu = 0.0963)  | feature_1679 (mu = 0.1136)  | feature_583 (mu = 0.1423)   | feature_1811 (mu = -0.1524) |
| 17    | feature_865 (mu = 0.0748)   | feature_17 (mu = 0.0987)    | feature_178 (mu = 0.0971)   | feature_621 (mu = 0.0703)   | feature_831 (mu = -0.0834)  | feature_1393 (mu = -0.1147) | feature_1121 (mu = -0.1117) | feature_1902 (mu = 0.0883)  | feature_659 (mu = 0.0923)   | feature_1115 (mu = 0.1116)  | feature_1826 (mu = 0.1375)  | feature_1736 (mu = 0.1513)  |
| 18    | feature_1794 (mu = 0.0744)  | feature_1852 (mu = 0.0909)  | feature_1921 (mu = -0.0963) | feature_289 (mu = 0.0699)   | feature_1780 (mu = -0.0816) | feature_313 (mu = -0.1132)  | feature_1246 (mu = -0.1116) | feature_1115 (mu = -0.0859) | feature_1826 (mu = 0.0919)  | feature_1447 (mu = -0.1110) | feature_1246 (mu = -0.1373) | feature_669 (mu = 0.1483)   |
| 19    | feature_1968 (mu = -0.0736) | feature_583 (mu = 0.0855)   | feature_682 (mu = 0.0954)   | feature_1715 (mu = 0.0688)  | feature_1606 (mu = -0.0799) | feature_951 (mu = 0.1114)   | feature_528 (mu = -0.1107)  | feature_50 (mu = 0.0841)    | feature_44 (mu = -0.0919)   | feature_378 (mu = -0.1084)  | feature_1679 (mu = -0.1372) | feature_133 (mu = 0.1470)   |
| 20    | feature_456 (mu = -0.0734)  | feature_684 (mu = 0.0846)   | feature_722 (mu = -0.0925)  | feature_726 (mu = -0.0688)  | feature_1549 (mu = -0.0778) | feature_751 (mu = 0.1113)   | feature_108 (mu = -0.1099)  | feature_1942 (mu = -0.0813) | feature_691 (mu = 0.0904)   | feature_1188 (mu = 0.1083)  | feature_40 (mu = -0.1361)   | feature_1852 (mu = -0.1429) |
| 21    | feature_550 (mu = 0.0733)   | feature_350 (mu = -0.0819)  | feature_1133 (mu = -0.0914) | feature_1852 (mu = -0.0684) | feature_583 (mu = 0.0769)   | feature_684 (mu = -0.1106)  | feature_1162 (mu = 0.1030)  | feature_1774 (mu = -0.0798) | feature_747 (mu = 0.0877)   | feature_872 (mu = 0.1062)   | feature_376 (mu = 0.1348)   | feature_238 (mu = 0.1413)   |
| 22    | feature_1900 (mu = -0.0719) | feature_1407 (mu = 0.0812)  | feature_303 (mu = 0.0903)   | feature_960 (mu = -0.0677)  | feature_669 (mu = -0.0765)  | feature_404 (mu = -0.1105)  | feature_1623 (mu = 0.0988)  | feature_1246 (mu = -0.0797) | feature_583 (mu = 0.0876)   | feature_730 (mu = 0.1045)   | feature_659 (mu = 0.1318)   | feature_738 (mu = -0.1405)  |
| 23    | feature_957 (mu = 0.0703)   | feature_1115 (mu = -0.0801) | feature_1095 (mu = 0.0881)  | feature_1934 (mu = 0.0668)  | feature_1129 (mu = -0.0765) | feature_30 (mu = -0.1103)   | feature_1995 (mu = -0.0972) | feature_105 (mu = -0.0788)  | feature_1679 (mu = -0.0870) | feature_1729 (mu = -0.1040) | feature_691 (mu = 0.1316)   | feature_881 (mu = -0.1388)  |
| 24    | feature_1346 (mu = -0.0702) | feature_978 (mu = -0.0800)  | feature_1931 (mu = 0.0872)  | feature_1191 (mu = 0.0661)  | feature_493 (mu = 0.0754)   | feature_1785 (mu = -0.1099) | feature_691 (mu = 0.0940)   | feature_1563 (mu = -0.0777) | feature_1995 (mu = -0.0861) | feature_1386 (mu = 0.1030)  | feature_1934 (mu = -0.1282) | feature_1429 (mu = -0.1383) |
| 25    | feature_1613 (mu = 0.0696)  | feature_1491 (mu = 0.0796)  | feature_791 (mu = 0.0868)   | feature_1090 (mu = 0.0652)  | feature_1216 (mu = 0.0745)  | feature_1580 (mu = 0.1096)  | feature_605 (mu = -0.0938)  | feature_344 (mu = -0.0776)  | feature_604 (mu = 0.0855)   | feature_1358 (mu = 0.1019)  | feature_872 (mu = -0.1252)  | feature_493 (mu = -0.1365)  |
| 26    | feature_1632 (mu = 0.0691)  | feature_493 (mu = 0.0792)   | feature_1020 (mu = 0.0861)  | feature_669 (mu = 0.0639)   | feature_1813 (mu = 0.0744)  | feature_722 (mu = -0.1079)  | feature_747 (mu = 0.0937)   | feature_1375 (mu = -0.0771) | feature_1300 (mu = 0.0850)  | feature_1090 (mu = 0.1010)  | feature_1392 (mu = -0.1232) | feature_373 (mu = 0.1315)   |
| 27    | feature_722 (mu = 0.0683)   | feature_848 (mu = -0.0789)  | feature_1542 (mu = 0.0859)  | feature_528 (mu = 0.0636)   | feature_848 (mu = -0.0732)  | feature_1985 (mu = 0.1061)  | feature_652 (mu = -0.0923)  | feature_747 (mu = 0.0771)   | feature_335 (mu = -0.0829)  | feature_1942 (mu = 0.0993)  | feature_604 (mu = 0.1231)   | feature_1191 (mu = 0.1307)  |
| 28    | feature_631 (mu = 0.0670)   | feature_1398 (mu = -0.0789) | feature_378 (mu = -0.0856)  | feature_594 (mu = 0.0634)   | feature_1852 (mu = 0.0719)  | feature_867 (mu = 0.1044)   | feature_143 (mu = -0.0918)  | feature_1505 (mu = -0.0768) | feature_852 (mu = 0.0824)   | feature_1439 (mu = -0.0987) | feature_483 (mu = 0.1176)   | feature_550 (mu = 0.1291)   |
| 29    | feature_680 (mu = 0.0667)   | feature_457 (mu = 0.0771)   | feature_1358 (mu = 0.0853)  | feature_177 (mu = 0.0622)   | feature_626 (mu = 0.0701)   | feature_214 (mu = -0.1020)  | feature_372 (mu = 0.0903)   | feature_1797 (mu = 0.0765)  | feature_368 (mu = 0.0807)   | feature_1046 (mu = -0.0968) | feature_1121 (mu = -0.1176) | feature_568 (mu = -0.1290)  |
| 30    | feature_324 (mu = 0.0664)   | feature_669 (mu = -0.0756)  | feature_1472 (mu = -0.0845) | feature_872 (mu = 0.0622)   | feature_952 (mu = 0.0697)   | feature_1620 (mu = 0.1017)  | feature_61 (mu = 0.0901)    | feature_1231 (mu = 0.0761)  | feature_1121 (mu = -0.0794) | feature_274 (mu = 0.0965)   | feature_1539 (mu = -0.1167) | feature_1179 (mu = 0.1288)  |
| 31    | feature_1822 (mu = 0.0660)  | feature_1736 (mu = -0.0748) | feature_557 (mu = -0.0843)  | feature_1871 (mu = 0.0622)  | feature_1896 (mu = -0.0681) | feature_215 (mu = -0.1015)  | feature_105 (mu = -0.0897)  | feature_1679 (mu = -0.0755) | feature_1828 (mu = 0.0778)  | feature_1009 (mu = -0.0959) | feature_1770 (mu = 0.1162)  | feature_840 (mu = -0.1280)  |
| 32    | feature_1590 (mu = 0.0657)  | feature_1079 (mu = -0.0735) | feature_1794 (mu = -0.0842) | feature_544 (mu = -0.0611)  | feature_1767 (mu = 0.0680)  | feature_1900 (mu = 0.1012)  | feature_1036 (mu = 0.0890)  | feature_1265 (mu = 0.0728)  | feature_853 (mu = -0.0764)  | feature_1652 (mu = 0.0957)  | feature_1265 (mu = 0.1155)  | feature_457 (mu = -0.1277)  |
| 33    | feature_1430 (mu = 0.0654)  | feature_1446 (mu = -0.0734) | feature_324 (mu = -0.0841)  | feature_668 (mu = 0.0609)   | feature_945 (mu = -0.0679)  | feature_1271 (mu = -0.0998) | feature_1070 (mu = 0.0890)  | feature_157 (mu = 0.0727)   | feature_1960 (mu = -0.0763) | feature_1982 (mu = 0.0955)  | feature_550 (mu = -0.1153)  | feature_962 (mu = 0.1267)   |
| 34    | feature_398 (mu = -0.0653)  | feature_621 (mu = -0.0732)  | feature_398 (mu = 0.0837)   | feature_1407 (mu = -0.0605) | feature_962 (mu = -0.0668)  | feature_1317 (mu = -0.0994) | feature_1902 (mu = 0.0877)  | feature_711 (mu = -0.0716)  | feature_1162 (mu = 0.0752)  | feature_467 (mu = -0.0951)  | feature_276 (mu = -0.1150)  | feature_1285 (mu = -0.1265) |
| 35    | feature_315 (mu = 0.0651)   | feature_298 (mu = 0.0731)   | feature_1930 (mu = -0.0834) | feature_841 (mu = -0.0604)  | feature_1826 (mu = 0.0666)  | feature_317 (mu = -0.0984)  | feature_867 (mu = 0.0875)   | feature_427 (mu = 0.0713)   | feature_1505 (mu = -0.0752) | feature_526 (mu = 0.0950)   | feature_881 (mu = 0.1141)   | feature_332 (mu = 0.1257)   |
| 36    | feature_442 (mu = 0.0647)   | feature_1826 (mu = 0.0719)  | feature_357 (mu = -0.0825)  | feature_273 (mu = 0.0602)   | feature_1583 (mu = 0.0664)  | feature_1216 (mu = -0.0983) | feature_344 (mu = -0.0874)  | feature_744 (mu = -0.0712)  | feature_1060 (mu = -0.0750) | feature_1103 (mu = 0.0947)  | feature_1051 (mu = 0.1132)  | feature_656 (mu = 0.1248)   |
| 37    | feature_1711 (mu = -0.0645) | feature_1451 (mu = -0.0715) | feature_660 (mu = -0.0818)  | feature_1273 (mu = -0.0601) | feature_1115 (mu = -0.0662) | feature_905 (mu = 0.0982)   | feature_726 (mu = 0.0871)   | feature_853 (mu = -0.0706)  | feature_1911 (mu = 0.0748)  | feature_530 (mu = -0.0939)  | feature_528 (mu = -0.1118)  | feature_1914 (mu = 0.1246)  |
| 38    | feature_483 (mu = -0.0642)  | feature_344 (mu = -0.0709)  | feature_1623 (mu = 0.0816)  | feature_344 (mu = 0.0601)   | feature_803 (mu = 0.0644)   | feature_1600 (mu = -0.0980) | feature_696 (mu = 0.0869)   | feature_1447 (mu = 0.0697)  | feature_1036 (mu = 0.0748)  | feature_857 (mu = 0.0938)   | feature_1465 (mu = -0.1110) | feature_1836 (mu = 0.1242)  |
| 39    | feature_1428 (mu = 0.0638)  | feature_248 (mu = -0.0694)  | feature_625 (mu = 0.0815)   | feature_951 (mu = -0.0596)  | feature_1317 (mu = 0.0635)  | feature_1426 (mu = -0.0972) | feature_583 (mu = 0.0868)   | feature_461 (mu = -0.0688)  | feature_528 (mu = -0.0744)  | feature_1676 (mu = -0.0938) | feature_12 (mu = 0.1105)    | feature_1896 (mu = 0.1237)  |
| 40    | feature_50 (mu = 0.0620)    | feature_1896 (mu = -0.0680) | feature_798 (mu = 0.0808)   | feature_457 (mu = -0.0595)  | feature_978 (mu = -0.0631)  | feature_709 (mu = 0.0971)   | feature_1563 (mu = -0.0856) | feature_1121 (mu = -0.0687) | feature_1070 (mu = 0.0742)  | feature_1558 (mu = -0.0928) | feature_1995 (mu = -0.1093) | feature_1525 (mu = 0.1224)  |
| 41    | feature_997 (mu = 0.0613)   | feature_1023 (mu = -0.0679) | feature_80 (mu = 0.0801)    | feature_1552 (mu = 0.0586)  | feature_1435 (mu = 0.0628)  | feature_427 (mu = 0.0969)   | feature_94 (mu = -0.0852)   | feature_1117 (mu = 0.0685)  | feature_1511 (mu = -0.0738) | feature_1007 (mu = 0.0923)  | feature_1963 (mu = -0.1089) | feature_290 (mu = 0.1218)   |
| 42    | feature_726 (mu = -0.0605)  | feature_1059 (mu = -0.0679) | feature_1399 (mu = -0.0801) | feature_957 (mu = 0.0585)   | feature_1191 (mu = -0.0616) | feature_1373 (mu = -0.0956) | feature_768 (mu = 0.0849)   | feature_1820 (mu = 0.0683)  | feature_1902 (mu = 0.0734)  | feature_747 (mu = -0.0919)  | feature_303 (mu = 0.1089)   | feature_1000 (mu = -0.1214) |
| 43    | feature_497 (mu = 0.0600)   | feature_276 (mu = -0.0679)  | feature_532 (mu = -0.0800)  | feature_1914 (mu = 0.0585)  | feature_1081 (mu = 0.0614)  | feature_1434 (mu = 0.0954)  | feature_580 (mu = -0.0838)  | feature_626 (mu = -0.0682)  | feature_1742 (mu = 0.0721)  | feature_521 (mu = -0.0918)  | feature_1129 (mu = -0.1075) | feature_809 (mu = -0.1209)  |
| 44    | feature_738 (mu = -0.0599)  | feature_1479 (mu = -0.0672) | feature_1355 (mu = 0.0788)  | feature_1183 (mu = 0.0585)  | feature_1926 (mu = -0.0608) | feature_910 (mu = 0.0952)   | feature_659 (mu = 0.0837)   | feature_528 (mu = -0.0679)  | feature_872 (mu = -0.0714)  | feature_793 (mu = -0.0909)  | feature_1862 (mu = -0.1069) | feature_84 (mu = 0.1203)    |
| 45    | feature_200 (mu = -0.0596)  | feature_1501 (mu = 0.0671)  | feature_1414 (mu = 0.0788)  | feature_1748 (mu = -0.0582) | feature_1392 (mu = -0.0605) | feature_1710 (mu = 0.0952)  | feature_1468 (mu = -0.0836) | feature_335 (mu = -0.0679)  | feature_637 (mu = -0.0712)  | feature_582 (mu = -0.0906)  | feature_747 (mu = 0.1058)   | feature_1135 (mu = 0.1200)  |
| 46    | feature_170 (mu = 0.0587)   | feature_1285 (mu = 0.0670)  | feature_657 (mu = -0.0780)  | feature_1477 (mu = 0.0577)  | feature_17 (mu = 0.0604)    | feature_1483 (mu = 0.0952)  | feature_368 (mu = 0.0824)   | feature_1650 (mu = -0.0677) | feature_243 (mu = 0.0706)   | feature_659 (mu = -0.0901)  | feature_1780 (mu = -0.1053) | feature_562 (mu = 0.1189)   |
| 47    | feature_1225 (mu = 0.0584)  | feature_1429 (mu = 0.0665)  | feature_270 (mu = -0.0779)  | feature_696 (mu = -0.0576)  | feature_1398 (mu = -0.0601) | feature_662 (mu = -0.0940)  | feature_131 (mu = 0.0823)   | feature_571 (mu = -0.0666)  | feature_1182 (mu = -0.0704) | feature_1748 (mu = -0.0896) | feature_457 (mu = 0.1051)   | feature_1826 (mu = -0.1184) |
| 48    | feature_532 (mu = 0.0581)   | feature_884 (mu = 0.0660)   | feature_865 (mu = -0.0776)  | feature_881 (mu = -0.0572)  | feature_8 (mu = 0.0601)     | feature_40 (mu = 0.0931)    | feature_882 (mu = -0.0810)  | feature_1162 (mu = 0.0665)  | feature_696 (mu = 0.0703)   | feature_669 (mu = 0.0894)   | feature_1911 (mu = 0.1045)  | feature_99 (mu = -0.1154)   |
| 49    | feature_678 (mu = -0.0579)  | feature_537 (mu = -0.0660)  | feature_372 (mu = 0.0776)   | feature_299 (mu = 0.0567)   | feature_495 (mu = -0.0601)  | feature_1015 (mu = 0.0927)  | feature_1883 (mu = 0.0804)  | feature_1742 (mu = 0.0659)  | feature_1465 (mu = -0.0703) | feature_1025 (mu = 0.0894)  | feature_1852 (mu = 0.1041)  | feature_803 (mu = -0.1151)  |
| 50    | feature_1899 (mu = -0.0577) | feature_747 (mu = 0.0660)   | feature_123 (mu = -0.0771)  | feature_1560 (mu = 0.0564)  | feature_276 (mu = -0.0600)  | feature_587 (mu = -0.0925)  | feature_1852 (mu = 0.0804)  | feature_1036 (mu = 0.0656)  | feature_1115 (mu = -0.0701) | feature_609 (mu = 0.0894)   | feature_1837 (mu = 0.1041)  | feature_422 (mu = -0.1149)  |
| 51    | feature_1198 (mu = -0.0576) | feature_683 (mu = -0.0659)  | feature_1706 (mu = 0.0767)  | feature_1853 (mu = 0.0563)  | feature_270 (mu = 0.0600)   | feature_1090 (mu = -0.0921) | feature_1914 (mu = -0.0802) | feature_89 (mu = -0.0646)   | feature_976 (mu = -0.0699)  | feature_130 (mu = -0.0893)  | feature_640 (mu = 0.1039)   | feature_531 (mu = -0.1144)  |
| 52    | feature_1579 (mu = 0.0573)  | feature_1060 (mu = -0.0655) | feature_311 (mu = -0.0767)  | feature_240 (mu = -0.0562)  | feature_1145 (mu = -0.0591) | feature_16 (mu = 0.0919)    | feature_690 (mu = -0.0801)  | feature_1963 (mu = -0.0645) | feature_1358 (mu = -0.0698) | feature_586 (mu = -0.0888)  | feature_1473 (mu = -0.1036) | feature_1059 (mu = 0.1143)  |
| 53    | feature_1339 (mu = -0.0569) | feature_858 (mu = 0.0654)   | feature_1729 (mu = -0.0763) | feature_527 (mu = -0.0560)  | feature_568 (mu = 0.0591)   | feature_1678 (mu = 0.0918)  | feature_610 (mu = -0.0800)  | feature_929 (mu = -0.0642)  | feature_708 (mu = -0.0696)  | feature_672 (mu = -0.0887)  | feature_96 (mu = 0.1033)    | feature_1934 (mu = 0.1141)  |
| 54    | feature_691 (mu = -0.0568)  | feature_290 (mu = -0.0654)  | feature_1451 (mu = 0.0761)  | feature_1115 (mu = 0.0556)  | feature_172 (mu = -0.0590)  | feature_1445 (mu = -0.0916) | feature_1300 (mu = 0.0789)  | feature_150 (mu = -0.0631)  | feature_1120 (mu = 0.0691)  | feature_227 (mu = 0.0882)   | feature_1006 (mu = -0.1031) | feature_527 (mu = -0.1140)  |
| 55    | feature_1095 (mu = -0.0563) | feature_1702 (mu = -0.0651) | feature_768 (mu = 0.0754)   | feature_1036 (mu = -0.0554) | feature_684 (mu = 0.0587)   | feature_1596 (mu = -0.0913) | feature_299 (mu = -0.0787)  | feature_1365 (mu = -0.0631) | feature_1132 (mu = 0.0691)  | feature_482 (mu = -0.0880)  | feature_798 (mu = 0.1029)   | feature_1501 (mu = -0.1125) |
| 56    | feature_526 (mu = -0.0561)  | feature_568 (mu = 0.0649)   | feature_982 (mu = 0.0753)   | feature_846 (mu = -0.0551)  | feature_640 (mu = 0.0586)   | feature_700 (mu = 0.0913)   | feature_1473 (mu = -0.0781) | feature_1839 (mu = -0.0631) | feature_1348 (mu = 0.0690)  | feature_282 (mu = -0.0878)  | feature_637 (mu = -0.1024)  | feature_50 (mu = 0.1122)    |
| 57    | feature_1715 (mu = 0.0561)  | feature_1918 (mu = 0.0647)  | feature_319 (mu = -0.0753)  | feature_1928 (mu = 0.0549)  | feature_1434 (mu = -0.0586) | feature_493 (mu = -0.0887)  | feature_1497 (mu = 0.0779)  | feature_1146 (mu = -0.0628) | feature_1934 (mu = -0.0689) | feature_1820 (mu = -0.0874) | feature_1022 (mu = -0.1016) | feature_57 (mu = 0.1121)    |
| 58    | feature_979 (mu = 0.0557)   | feature_1679 (mu = -0.0644) | feature_714 (mu = 0.0752)   | feature_109 (mu = 0.0549)   | feature_518 (mu = 0.0584)   | feature_841 (mu = 0.0884)   | feature_1742 (mu = 0.0778)  | feature_1748 (mu = 0.0625)  | feature_1690 (mu = -0.0688) | feature_1044 (mu = 0.0874)  | feature_1583 (mu = 0.1013)  | feature_1881 (mu = -0.1115) |
| 59    | feature_74 (mu = -0.0557)   | feature_270 (mu = 0.0642)   | feature_1741 (mu = 0.0747)  | feature_129 (mu = -0.0549)  | feature_775 (mu = 0.0582)   | feature_1298 (mu = -0.0883) | feature_982 (mu = 0.0776)   | feature_651 (mu = -0.0625)  | feature_1539 (mu = -0.0686) | feature_535 (mu = 0.0874)   | feature_146 (mu = 0.1012)   | feature_741 (mu = 0.1115)   |
| 60    | feature_1399 (mu = 0.0555)  | feature_99 (mu = 0.0639)    | feature_1731 (mu = 0.0747)  | feature_1179 (mu = 0.0548)  | feature_858 (mu = 0.0577)   | feature_210 (mu = 0.0879)   | feature_351 (mu = 0.0775)   | feature_1509 (mu = -0.0618) | feature_1767 (mu = 0.0684)  | feature_1036 (mu = -0.0872) | feature_965 (mu = 0.1011)   | feature_1485 (mu = 0.1109)  |
| 61    | feature_970 (mu = -0.0551)  | feature_373 (mu = -0.0632)  | feature_531 (mu = 0.0744)   | feature_1862 (mu = 0.0545)  | feature_1539 (mu = -0.0568) | feature_713 (mu = -0.0878)  | feature_16 (mu = 0.0775)    | feature_473 (mu = -0.0617)  | feature_1715 (mu = -0.0676) | feature_379 (mu = 0.0871)   | feature_1446 (mu = -0.1005) | feature_1853 (mu = 0.1104)  |
| 62    | feature_557 (mu = 0.0550)   | feature_1606 (mu = -0.0628) | feature_561 (mu = 0.0744)   | feature_176 (mu = -0.0543)  | feature_146 (mu = 0.0565)   | feature_379 (mu = -0.0877)  | feature_461 (mu = -0.0771)  | feature_1271 (mu = -0.0614) | feature_1049 (mu = -0.0670) | feature_1132 (mu = -0.0869) | feature_109 (mu = -0.0998)  | feature_1070 (mu = -0.1103) |
| 63    | feature_1934 (mu = 0.0549)  | feature_1132 (mu = 0.0627)  | feature_1001 (mu = -0.0741) | feature_1096 (mu = -0.0539) | feature_700 (mu = -0.0565)  | feature_108 (mu = -0.0870)  | feature_39 (mu = 0.0770)    | feature_1914 (mu = -0.0612) | feature_1045 (mu = 0.0670)  | feature_273 (mu = 0.0867)   | feature_627 (mu = 0.0998)   | feature_1411 (mu = -0.1102) |
| 64    | feature_1953 (mu = 0.0545)  | feature_579 (mu = -0.0627)  | feature_1995 (mu = -0.0737) | feature_1840 (mu = 0.0538)  | feature_1377 (mu = -0.0565) | feature_561 (mu = 0.0870)   | feature_1456 (mu = 0.0769)  | feature_227 (mu = -0.0609)  | feature_351 (mu = 0.0668)   | feature_1768 (mu = 0.0867)  | feature_1942 (mu = -0.0994) | feature_1928 (mu = 0.1100)  |
| 65    | feature_1914 (mu = 0.0545)  | feature_1237 (mu = -0.0624) | feature_1202 (mu = 0.0736)  | feature_1589 (mu = 0.0538)  | feature_751 (mu = -0.0565)  | feature_357 (mu = -0.0869)  | feature_303 (mu = 0.0761)   | feature_1627 (mu = 0.0608)  | feature_781 (mu = 0.0666)   | feature_315 (mu = -0.0867)  | feature_1060 (mu = -0.0994) | feature_1519 (mu = -0.1097) |
| 66    | feature_1719 (mu = 0.0544)  | feature_1275 (mu = 0.0621)  | feature_1684 (mu = -0.0735) | feature_1683 (mu = 0.0536)  | feature_373 (mu = -0.0564)  | feature_1530 (mu = -0.0863) | feature_1702 (mu = -0.0756) | feature_409 (mu = 0.0607)   | feature_1445 (mu = 0.0658)  | feature_930 (mu = 0.0866)   | feature_1415 (mu = -0.0991) | feature_900 (mu = -0.1096)  |
| 67    | feature_1690 (mu = 0.0544)  | feature_177 (mu = -0.0621)  | feature_1162 (mu = 0.0733)  | feature_1401 (mu = -0.0530) | feature_891 (mu = -0.0563)  | feature_67 (mu = -0.0859)   | feature_1505 (mu = -0.0756) | feature_108 (mu = -0.0607)  | feature_965 (mu = 0.0657)   | feature_329 (mu = -0.0846)  | feature_313 (mu = 0.0988)   | feature_52 (mu = -0.1095)   |
| 68    | feature_1942 (mu = -0.0542) | feature_798 (mu = 0.0620)   | feature_213 (mu = -0.0731)  | feature_984 (mu = 0.0528)   | feature_397 (mu = 0.0562)   | feature_1284 (mu = 0.0857)  | feature_1900 (mu = 0.0755)  | feature_1160 (mu = 0.0606)  | feature_627 (mu = 0.0656)   | feature_1777 (mu = 0.0839)  | feature_968 (mu = -0.0986)  | feature_951 (mu = -0.1093)  |
| 69    | feature_660 (mu = 0.0541)   | feature_48 (mu = -0.0616)   | feature_1867 (mu = 0.0731)  | feature_899 (mu = 0.0526)   | feature_1412 (mu = 0.0561)  | feature_1361 (mu = 0.0856)  | feature_1840 (mu = -0.0755) | feature_762 (mu = -0.0604)  | feature_405 (mu = 0.0656)   | feature_528 (mu = 0.0838)   | feature_1690 (mu = -0.0985) | feature_711 (mu = -0.1084)  |
| 70    | feature_1910 (mu = -0.0541) | feature_945 (mu = -0.0614)  | feature_1534 (mu = -0.0725) | feature_979 (mu = 0.0525)   | feature_1070 (mu = 0.0560)  | feature_1924 (mu = -0.0855) | feature_1346 (mu = 0.0751)  | feature_137 (mu = 0.0601)   | feature_109 (mu = -0.0654)  | feature_942 (mu = 0.0831)   | feature_105 (mu = -0.0980)  | feature_929 (mu = -0.1079)  |
| 71    | feature_1374 (mu = -0.0540) | feature_1129 (mu = -0.0609) | feature_631 (mu = -0.0723)  | feature_1371 (mu = 0.0524)  | feature_279 (mu = -0.0559)  | feature_41 (mu = -0.0854)   | feature_1580 (mu = 0.0741)  | feature_303 (mu = 0.0598)   | feature_1650 (mu = -0.0650) | feature_324 (mu = -0.0813)  | feature_781 (mu = 0.0974)   | feature_1953 (mu = 0.1066)  |
| 72    | feature_561 (mu = -0.0539)  | feature_626 (mu = 0.0609)   | feature_1813 (mu = -0.0722) | feature_1497 (mu = -0.0520) | feature_802 (mu = -0.0556)  | feature_612 (mu = -0.0854)  | feature_627 (mu = 0.0741)   | feature_968 (mu = -0.0598)  | feature_521 (mu = 0.0648)   | feature_1060 (mu = 0.0812)  | feature_848 (mu = -0.0972)  | feature_1566 (mu = -0.1065) |
| 73    | feature_1772 (mu = 0.0538)  | feature_1458 (mu = -0.0608) | feature_1916 (mu = -0.0722) | feature_913 (mu = -0.0519)  | feature_1479 (mu = -0.0556) | feature_853 (mu = -0.0852)  | feature_744 (mu = -0.0739)  | feature_1658 (mu = 0.0598)  | feature_690 (mu = -0.0643)  | feature_1742 (mu = -0.0811) | feature_261 (mu = 0.0972)   | feature_1900 (mu = -0.1062) |
| 74    | feature_1169 (mu = -0.0536) | feature_1519 (mu = 0.0606)  | feature_207 (mu = -0.0720)  | feature_133 (mu = 0.0518)   | feature_1285 (mu = 0.0554)  | feature_687 (mu = 0.0850)   | feature_374 (mu = -0.0738)  | feature_374 (mu = -0.0598)  | feature_457 (mu = 0.0641)   | feature_1550 (mu = -0.0809) | feature_1162 (mu = 0.0970)  | feature_1497 (mu = -0.1062) |
| 75    | feature_883 (mu = -0.0536)  | feature_1433 (mu = -0.0605) | feature_1621 (mu = 0.0717)  | feature_641 (mu = 0.0518)   | feature_325 (mu = -0.0553)  | feature_1314 (mu = 0.0847)  | feature_791 (mu = 0.0737)   | feature_690 (mu = -0.0592)  | feature_137 (mu = 0.0638)   | feature_1258 (mu = -0.0807) | feature_1049 (mu = -0.0967) | feature_1586 (mu = 0.1060)  |
| 76    | feature_1289 (mu = 0.0533)  | feature_1477 (mu = -0.0605) | feature_609 (mu = 0.0714)   | feature_839 (mu = 0.0516)   | feature_1980 (mu = 0.0552)  | feature_1778 (mu = 0.0844)  | feature_1465 (mu = -0.0736) | feature_605 (mu = -0.0591)  | feature_273 (mu = -0.0635)  | feature_610 (mu = 0.0806)   | feature_1767 (mu = 0.0965)  | feature_1623 (mu = -0.1059) |
| 77    | feature_377 (mu = 0.0531)   | feature_1521 (mu = -0.0603) | feature_1147 (mu = -0.0713) | feature_934 (mu = 0.0515)   | feature_1314 (mu = -0.0546) | feature_407 (mu = -0.0840)  | feature_1238 (mu = 0.0733)  | feature_1060 (mu = -0.0589) | feature_1337 (mu = 0.0631)  | feature_606 (mu = -0.0803)  | feature_344 (mu = -0.0959)  | feature_904 (mu = -0.1059)  |
| 78    | feature_1046 (mu = 0.0531)  | feature_1530 (mu = 0.0595)  | feature_1400 (mu = 0.0706)  | feature_348 (mu = -0.0512)  | feature_1837 (mu = 0.0546)  | feature_1623 (mu = 0.0838)  | feature_290 (mu = -0.0731)  | feature_211 (mu = 0.0584)   | feature_1375 (mu = -0.0629) | feature_331 (mu = -0.0798)  | feature_1883 (mu = 0.0957)  | feature_583 (mu = -0.1051)  |
| 79    | feature_1790 (mu = -0.0527) | feature_775 (mu = 0.0594)   | feature_863 (mu = 0.0706)   | feature_1430 (mu = 0.0512)  | feature_395 (mu = -0.0544)  | feature_162 (mu = -0.0837)  | feature_1516 (mu = 0.0729)  | feature_1972 (mu = -0.0583) | feature_499 (mu = 0.0626)   | feature_1960 (mu = 0.0798)  | feature_749 (mu = -0.0957)  | feature_1129 (mu = 0.1051)  |
| 80    | feature_531 (mu = -0.0527)  | feature_1909 (mu = -0.0594) | feature_1586 (mu = 0.0705)  | feature_1442 (mu = -0.0510) | feature_1461 (mu = -0.0544) | feature_1616 (mu = -0.0833) | feature_335 (mu = -0.0727)  | feature_764 (mu = 0.0581)   | feature_1386 (mu = -0.0624) | feature_552 (mu = 0.0798)   | feature_1407 (mu = 0.0954)  | feature_1023 (mu = 0.1045)  |
| 81    | feature_1064 (mu = -0.0524) | feature_1216 (mu = 0.0593)  | feature_336 (mu = -0.0705)  | feature_1597 (mu = 0.0508)  | feature_1504 (mu = -0.0543) | feature_1887 (mu = -0.0833) | feature_1826 (mu = 0.0725)  | feature_1660 (mu = 0.0581)  | feature_105 (mu = -0.0623)  | feature_517 (mu = -0.0798)  | feature_1285 (mu = 0.0953)  | feature_1026 (mu = 0.1044)  |
| 82    | feature_598 (mu = 0.0521)   | feature_1986 (mu = 0.0590)  | feature_604 (mu = 0.0704)   | feature_1774 (mu = 0.0504)  | feature_342 (mu = -0.0543)  | feature_642 (mu = -0.0832)  | feature_1637 (mu = -0.0721) | feature_112 (mu = -0.0577)  | feature_1231 (mu = 0.0623)  | feature_412 (mu = -0.0797)  | feature_335 (mu = -0.0945)  | feature_1376 (mu = 0.1042)  |
| 83    | feature_887 (mu = 0.0521)   | feature_1482 (mu = 0.0588)  | feature_1563 (mu = -0.0703) | feature_1129 (mu = 0.0502)  | feature_798 (mu = 0.0541)   | feature_429 (mu = 0.0830)   | feature_1542 (mu = 0.0720)  | feature_1004 (mu = -0.0574) | feature_1017 (mu = 0.0623)  | feature_796 (mu = 0.0788)   | feature_499 (mu = 0.0945)   | feature_1883 (mu = -0.1042) |
| 84    | feature_609 (mu = -0.0520)  | feature_1435 (mu = 0.0588)  | feature_1945 (mu = -0.0701) | feature_419 (mu = -0.0502)  | feature_1006 (mu = -0.0541) | feature_1603 (mu = 0.0830)  | feature_1731 (mu = 0.0720)  | feature_372 (mu = 0.0574)   | feature_345 (mu = 0.0620)   | feature_1711 (mu = 0.0785)  | feature_972 (mu = -0.0942)  | feature_1277 (mu = 0.1034)  |
| 85    | feature_311 (mu = 0.0519)   | feature_44 (mu = -0.0586)   | feature_1246 (mu = -0.0697) | feature_1866 (mu = -0.0500) | feature_288 (mu = -0.0535)  | feature_489 (mu = -0.0824)  | feature_1690 (mu = -0.0717) | None                        | feature_312 (mu = 0.0617)   | feature_563 (mu = 0.0785)   | feature_1148 (mu = 0.0937)  | feature_872 (mu = 0.1033)   |
| 86    | feature_1213 (mu = -0.0519) | feature_223 (mu = 0.0585)   | feature_1070 (mu = 0.0693)  | feature_372 (mu = -0.0500)  | feature_784 (mu = 0.0534)   | feature_1921 (mu = -0.0824) | feature_211 (mu = 0.0715)   | None                        | feature_652 (mu = -0.0617)  | feature_1774 (mu = 0.0781)  | feature_1893 (mu = -0.0936) | feature_497 (mu = 0.1032)   |
| 87    | feature_1472 (mu = 0.0518)  | feature_550 (mu = -0.0584)  | feature_1613 (mu = -0.0691) | feature_223 (mu = -0.0498)  | feature_248 (mu = -0.0534)  | feature_62 (mu = -0.0823)   | feature_254 (mu = 0.0714)   | None                        | feature_40 (mu = -0.0616)   | feature_140 (mu = -0.0779)  | feature_978 (mu = -0.0934)  | feature_726 (mu = -0.1031)  |
| 88    | feature_1179 (mu = 0.0518)  | feature_147 (mu = -0.0580)  | feature_623 (mu = -0.0689)  | feature_1826 (mu = -0.0497) | feature_429 (mu = -0.0531)  | feature_793 (mu = 0.0819)   | feature_579 (mu = -0.0714)  | None                        | feature_94 (mu = -0.0613)   | feature_621 (mu = 0.0774)   | feature_852 (mu = 0.0928)   | feature_957 (mu = 0.1017)   |
| 89    | feature_1743 (mu = -0.0518) | feature_1942 (mu = -0.0577) | feature_266 (mu = 0.0684)   | feature_550 (mu = 0.0497)   | feature_298 (mu = 0.0530)   | feature_395 (mu = 0.0817)   | feature_1590 (mu = -0.0714) | None                        | feature_726 (mu = 0.0612)   | feature_252 (mu = -0.0774)  | feature_1458 (mu = -0.0922) | feature_1132 (mu = -0.1012) |
| 90    | feature_1128 (mu = 0.0518)  | feature_802 (mu = -0.0576)  | feature_442 (mu = -0.0682)  | feature_1409 (mu = -0.0496) | feature_132 (mu = 0.0527)   | feature_225 (mu = 0.0817)   | feature_662 (mu = -0.0712)  | None                        | feature_461 (mu = -0.0608)  | feature_224 (mu = -0.0774)  | feature_980 (mu = 0.0920)   | feature_129 (mu = -0.1009)  |
| 91    | feature_123 (mu = 0.0516)   | feature_1962 (mu = 0.0575)  | feature_1603 (mu = 0.0682)  | feature_1070 (mu = -0.0494) | feature_1275 (mu = 0.0527)  | feature_768 (mu = 0.0814)   | feature_1015 (mu = 0.0711)  | None                        | feature_883 (mu = 0.0607)   | feature_1822 (mu = -0.0773) | feature_1752 (mu = -0.0919) | feature_1521 (mu = 0.1006)  |
| 92    | feature_1308 (mu = 0.0515)  | feature_627 (mu = 0.0574)   | feature_930 (mu = 0.0681)   | feature_642 (mu = 0.0494)   | feature_1757 (mu = 0.0525)  | feature_1338 (mu = 0.0813)  | feature_1679 (mu = -0.0710) | None                        | feature_978 (mu = -0.0607)  | feature_194 (mu = 0.0771)   | feature_330 (mu = -0.0912)  | feature_1340 (mu = -0.1005) |
| 93    | feature_1255 (mu = -0.0515) | feature_518 (mu = 0.0573)   | feature_1179 (mu = -0.0680) | feature_318 (mu = 0.0494)   | feature_1097 (mu = -0.0524) | feature_1939 (mu = -0.0812) | feature_852 (mu = 0.0710)   | None                        | feature_290 (mu = -0.0607)  | feature_1375 (mu = 0.0768)  | feature_586 (mu = 0.0909)   | feature_1552 (mu = 0.1004)  |
| 94    | feature_318 (mu = 0.0514)   | feature_871 (mu = 0.0572)   | feature_1255 (mu = 0.0680)  | feature_487 (mu = -0.0494)  | feature_627 (mu = 0.0523)   | feature_505 (mu = -0.0811)  | feature_1768 (mu = -0.0710) | None                        | feature_1531 (mu = 0.0607)  | feature_600 (mu = -0.0766)  | feature_1120 (mu = 0.0908)  | feature_348 (mu = -0.1000)  |
| 95    | None                        | feature_1032 (mu = -0.0571) | feature_1007 (mu = 0.0679)  | feature_442 (mu = 0.0493)   | feature_40 (mu = -0.0523)   | feature_1304 (mu = -0.0810) | feature_109 (mu = -0.0710)  | None                        | feature_1079 (mu = -0.0606) | feature_1326 (mu = 0.0765)  | feature_531 (mu = 0.0907)   | feature_1866 (mu = -0.0996) |
| 96    | None                        | feature_1091 (mu = -0.0569) | feature_1198 (mu = 0.0678)  | feature_1025 (mu = 0.0491)  | feature_656 (mu = -0.0521)  | feature_1513 (mu = 0.0806)  | feature_1272 (mu = 0.0707)  | None                        | feature_1683 (mu = -0.0606) | feature_1588 (mu = -0.0763) | feature_1914 (mu = -0.0906) | feature_1371 (mu = 0.0994)  |
| 97    | None                        | feature_1839 (mu = 0.0569)  | feature_921 (mu = -0.0675)  | feature_1752 (mu = 0.0488)  | feature_659 (mu = 0.0520)   | feature_831 (mu = 0.0805)   | feature_1878 (mu = 0.0705)  | None                        | feature_1155 (mu = -0.0604) | feature_704 (mu = -0.0756)  | feature_562 (mu = -0.0902)  | feature_1428 (mu = 0.0992)  |
| 98    | None                        | feature_656 (mu = -0.0567)  | feature_1711 (mu = 0.0674)  | feature_1623 (mu = -0.0485) | feature_1491 (mu = 0.0520)  | feature_1044 (mu = -0.0802) | feature_483 (mu = 0.0705)   | None                        | feature_553 (mu = -0.0604)  | feature_1945 (mu = -0.0756) | feature_1896 (mu = -0.0902) | feature_1503 (mu = -0.0983) |
| 99    | None                        | feature_1183 (mu = -0.0564) | feature_1695 (mu = -0.0669) | feature_1811 (mu = -0.0485) | feature_537 (mu = -0.0519)  | feature_975 (mu = -0.0801)  | feature_1911 (mu = 0.0701)  | None                        | feature_1022 (mu = -0.0603) | feature_831 (mu = -0.0755)  | feature_1514 (mu = -0.0899) | feature_298 (mu = -0.0981)  |
| 100   | None                        | feature_1541 (mu = 0.0564)  | feature_1886 (mu = -0.0668) | feature_1059 (mu = 0.0484)  | feature_115 (mu = -0.0516)  | feature_1162 (mu = 0.0794)  | feature_1079 (mu = -0.0699) | None                        | feature_1563 (mu = -0.0602) | feature_1920 (mu = 0.0751)  | feature_429 (mu = -0.0898)  | feature_1728 (mu = 0.0981)  |
| 101   | None                        | feature_1748 (mu = 0.0563)  | feature_847 (mu = 0.0666)   | feature_1014 (mu = 0.0483)  | feature_639 (mu = 0.0515)   | feature_1780 (mu = 0.0793)  | feature_525 (mu = -0.0698)  | None                        | feature_1752 (mu = -0.0601) | feature_1842 (mu = -0.0750) | feature_511 (mu = 0.0896)   | feature_1715 (mu = 0.0979)  |
| 102   | None                        | feature_502 (mu = 0.0562)   | feature_823 (mu = -0.0666)  | feature_715 (mu = 0.0482)   | feature_1928 (mu = -0.0514) | feature_201 (mu = -0.0790)  | feature_427 (mu = 0.0697)   | None                        | feature_1671 (mu = -0.0599) | feature_1355 (mu = 0.0749)  | feature_182 (mu = 0.0893)   | feature_1986 (mu = -0.0979) |
| 103   | None                        | feature_1042 (mu = -0.0562) | feature_1552 (mu = -0.0665) | feature_303 (mu = -0.0482)  | feature_1446 (mu = -0.0514) | feature_738 (mu = 0.0789)   | feature_1477 (mu = -0.0695) | None                        | feature_1918 (mu = 0.0599)  | feature_532 (mu = -0.0747)  | feature_1346 (mu = 0.0891)  | feature_1183 (mu = 0.0979)  |
| 104   | None                        | feature_1813 (mu = 0.0559)  | feature_1420 (mu = 0.0665)  | feature_274 (mu = 0.0480)   | feature_1132 (mu = 0.0513)  | feature_808 (mu = -0.0788)  | feature_1934 (mu = -0.0691) | None                        | feature_313 (mu = 0.0598)   | feature_1688 (mu = 0.0747)  | feature_1511 (mu = -0.0891) | feature_978 (mu = 0.0978)   |
| 105   | None                        | feature_1559 (mu = -0.0558) | feature_55 (mu = 0.0664)    | feature_373 (mu = 0.0478)   | feature_48 (mu = -0.0513)   | feature_696 (mu = 0.0787)   | feature_1244 (mu = -0.0690) | None                        | feature_1150 (mu = -0.0594) | feature_1300 (mu = -0.0746) | feature_1527 (mu = -0.0884) | feature_511 (mu = -0.0975)  |
| 106   | None                        | feature_1688 (mu = -0.0558) | feature_1079 (mu = -0.0662) | feature_159 (mu = -0.0477)  | feature_290 (mu = -0.0513)  | feature_1609 (mu = -0.0782) | feature_574 (mu = -0.0687)  | None                        | feature_1186 (mu = 0.0592)  | feature_455 (mu = -0.0741)  | feature_1650 (mu = -0.0883) | feature_1105 (mu = -0.0966) |
| 107   | None                        | feature_1411 (mu = 0.0558)  | feature_1790 (mu = 0.0662)  | feature_1621 (mu = 0.0476)  | feature_1862 (mu = -0.0512) | feature_394 (mu = 0.0780)   | feature_217 (mu = -0.0686)  | None                        | feature_1738 (mu = 0.0591)  | feature_1899 (mu = 0.0739)  | feature_17 (mu = 0.0883)    | feature_966 (mu = -0.0966)  |
| 108   | None                        | feature_1191 (mu = -0.0558) | feature_95 (mu = -0.0661)   | None                        | feature_1000 (mu = 0.0511)  | feature_1951 (mu = -0.0779) | feature_1916 (mu = -0.0685) | None                        | feature_1117 (mu = 0.0591)  | feature_50 (mu = -0.0738)   | feature_1531 (mu = 0.0882)  | feature_579 (mu = 0.0964)   |
| 109   | None                        | feature_1179 (mu = -0.0557) | feature_7 (mu = 0.0661)     | None                        | feature_1776 (mu = 0.0510)  | feature_1538 (mu = 0.0777)  | feature_581 (mu = -0.0684)  | None                        | feature_530 (mu = 0.0590)   | feature_1196 (mu = -0.0737) | feature_470 (mu = -0.0880)  | feature_1868 (mu = 0.0959)  |
| 110   | None                        | feature_881 (mu = 0.0556)   | feature_749 (mu = -0.0660)  | None                        | None                        | feature_1813 (mu = -0.0776) | feature_85 (mu = -0.0680)   | None                        | feature_1479 (mu = -0.0590) | feature_1160 (mu = -0.0732) | feature_726 (mu = 0.0879)   | feature_1885 (mu = -0.0959) |
| 111   | None                        | feature_1883 (mu = 0.0554)  | feature_1302 (mu = 0.0657)  | None                        | None                        | feature_1762 (mu = 0.0774)  | None                        | None                        | feature_89 (mu = -0.0590)   | feature_335 (mu = 0.0728)   | feature_1209 (mu = 0.0872)  | feature_177 (mu = 0.0959)   |
| 112   | None                        | feature_711 (mu = 0.0554)   | feature_535 (mu = 0.0656)   | None                        | None                        | feature_978 (mu = 0.0774)   | None                        | None                        | feature_695 (mu = -0.0588)  | feature_278 (mu = -0.0722)  | feature_1040 (mu = -0.0871) | feature_882 (mu = 0.0953)   |
| 113   | None                        | feature_1455 (mu = 0.0553)  | feature_1883 (mu = 0.0650)  | None                        | None                        | None                        | None                        | None                        | feature_1684 (mu = 0.0588)  | feature_565 (mu = -0.0722)  | feature_580 (mu = -0.0868)  | feature_1794 (mu = 0.0953)  |
| 114   | None                        | feature_1507 (mu = -0.0549) | feature_867 (mu = 0.0649)   | None                        | None                        | None                        | None                        | None                        | feature_942 (mu = -0.0587)  | feature_39 (mu = -0.0720)   | feature_398 (mu = 0.0865)   | feature_1597 (mu = 0.0950)  |
| 115   | None                        | feature_1001 (mu = 0.0548)  | feature_879 (mu = 0.0648)   | None                        | None                        | None                        | None                        | None                        | feature_372 (mu = 0.0586)   | feature_1827 (mu = 0.0718)  | feature_176 (mu = 0.0856)   | feature_342 (mu = 0.0949)   |
| 116   | None                        | feature_1971 (mu = -0.0548) | feature_1288 (mu = 0.0647)  | None                        | None                        | None                        | None                        | None                        | feature_1774 (mu = -0.0586) | feature_311 (mu = -0.0714)  | feature_1145 (mu = -0.0854) | feature_1115 (mu = 0.0944)  |
| 117   | None                        | feature_1525 (mu = -0.0546) | feature_483 (mu = 0.0646)   | None                        | None                        | None                        | None                        | None                        | feature_793 (mu = 0.0585)   | feature_1962 (mu = 0.0711)  | feature_1167 (mu = 0.0853)  | feature_1662 (mu = -0.0943) |
| 118   | None                        | feature_1117 (mu = 0.0543)  | feature_652 (mu = -0.0646)  | None                        | None                        | None                        | None                        | None                        | feature_1279 (mu = 0.0584)  | feature_1765 (mu = -0.0709) | feature_652 (mu = -0.0852)  | feature_1945 (mu = 0.0943)  |
| 119   | None                        | feature_1811 (mu = 0.0541)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1148 (mu = 0.0581)  | feature_1399 (mu = -0.0707) | feature_1563 (mu = -0.0851) | feature_972 (mu = 0.0943)   |
| 120   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_87 (mu = -0.0580)   | feature_989 (mu = -0.0706)  | feature_1062 (mu = -0.0850) | feature_1079 (mu = 0.0940)  |
| 121   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_51 (mu = -0.0705)   | feature_1721 (mu = -0.0849) | feature_665 (mu = -0.0940)  |
| 122   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1889 (mu = -0.0705) | feature_1691 (mu = -0.0849) | feature_218 (mu = 0.0937)   |
| 123   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1001 (mu = -0.0701) | feature_94 (mu = -0.0847)   | feature_813 (mu = -0.0934)  |
| 124   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_327 (mu = -0.0701)  | feature_1874 (mu = 0.0847)  | feature_781 (mu = -0.0930)  |
| 125   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1131 (mu = -0.0846) | feature_594 (mu = 0.0929)   |
| 126   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1435 (mu = 0.0843)  | feature_344 (mu = 0.0929)   |
| 127   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_688 (mu = 0.0842)   | feature_1477 (mu = 0.0928)  |
| 128   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_44 (mu = -0.0842)   | feature_419 (mu = -0.0928)  |
| 129   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_153 (mu = 0.0841)   | feature_970 (mu = -0.0928)  |
| 130   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1817 (mu = -0.0838) | feature_1435 (mu = -0.0927) |
| 131   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_150 (mu = -0.0836)  | feature_367 (mu = -0.0927)  |
| 132   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_165 (mu = -0.0834)  | feature_1626 (mu = -0.0927) |
| 133   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1702 (mu = -0.0833) | feature_740 (mu = -0.0926)  |
| 134   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1840 (mu = -0.0830) | feature_1837 (mu = -0.0922) |
| 135   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_695 (mu = -0.0826)  | feature_305 (mu = 0.0920)   |
| 136   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1132 (mu = 0.0825)  | feature_1995 (mu = 0.0920)  |
| 137   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1191 (mu = -0.0824) | feature_6 (mu = -0.0919)    |
| 138   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1370 (mu = -0.0824) | feature_334 (mu = 0.0911)   |
| 139   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1414 (mu = 0.0823)  | feature_1036 (mu = -0.0906) |
| 140   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_200 (mu = 0.0823)   | feature_1748 (mu = -0.0906) |
| 141   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1081 (mu = 0.0822)  | feature_522 (mu = -0.0902)  |
| 142   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1182 (mu = -0.0820) | feature_1479 (mu = 0.0896)  |
| 143   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_876 (mu = -0.0819)  | feature_1679 (mu = 0.0895)  |
| 144   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1116 (mu = 0.0814)  | feature_159 (mu = -0.0895)  |
| 145   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1516 (mu = 0.0813)  | feature_1446 (mu = 0.0895)  |
| 146   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1242 (mu = -0.0812) | feature_1739 (mu = -0.0893) |
| 147   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_351 (mu = 0.0812)   | feature_1617 (mu = 0.0891)  |
| 148   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_343 (mu = -0.0811)  | feature_1891 (mu = -0.0891) |
| 149   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1742 (mu = 0.0810)  | feature_634 (mu = -0.0891)  |
| 150   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1594 (mu = -0.0809) | feature_1465 (mu = 0.0889)  |
| 151   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1738 (mu = 0.0808)  | feature_1091 (mu = 0.0889)  |
| 152   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1416 (mu = -0.0808) | feature_405 (mu = -0.0887)  |
| 153   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_697 (mu = 0.0808)   | feature_86 (mu = -0.0886)   |
| 154   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1787 (mu = 0.0807)  | feature_5 (mu = 0.0886)     |
| 155   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1507 (mu = -0.0806) | feature_1977 (mu = 0.0885)  |
| 156   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_368 (mu = 0.0801)   | feature_401 (mu = 0.0884)   |
| 157   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_286 (mu = 0.0799)   | feature_1871 (mu = 0.0881)  |
| 158   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1553 (mu = -0.0798) | feature_1458 (mu = 0.0880)  |
| 159   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1034 (mu = -0.0793) | feature_1500 (mu = -0.0880) |
| 160   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1397 (mu = 0.0793)  | feature_626 (mu = -0.0880)  |
| 161   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_478 (mu = -0.0793)  | feature_1793 (mu = 0.0875)  |
| 162   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_31 (mu = -0.0791)   | 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       | 279.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 264.000 |
| Recall                 | 1.000   |
| Precision              | 0.054   |
| F1_Score               | 0.102   |
| Jaccard                | 0.054   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.946   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.132   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 7.168   |

## 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']


 - 279 discovered features:
   ['feature_1000', 'feature_1006', 'feature_1007', 'feature_1009', 'feature_1020', 'feature_1022', 'feature_1023', 'feature_1025', 'feature_1036', 'feature_1044', 'feature_1046', 'feature_105', 'feature_1051', 'feature_1059', 'feature_1060', 'feature_1070', 'feature_1079', 'feature_108', 'feature_109', 'feature_1090', 'feature_1095', 'feature_1103', 'feature_1115', 'feature_1121', 'feature_1129', 'feature_1133', 'feature_1135', 'feature_1147', 'feature_1162', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_12', 'feature_1216', 'feature_1231', 'feature_1246', 'feature_1265', 'feature_1271', 'feature_1273', 'feature_1285', 'feature_130', 'feature_1300', 'feature_1307', 'feature_1317', 'feature_133', 'feature_1346', 'feature_1348', 'feature_1358', 'feature_1375', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_140', 'feature_1407', 'feature_1411', 'feature_1415', 'feature_1426', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1439', 'feature_1446', 'feature_1447', 'feature_1451', 'feature_146', 'feature_1465', 'feature_1470', 'feature_1472', 'feature_1473', 'feature_1485', 'feature_1491', 'feature_1501', 'feature_1505', 'feature_1511', 'feature_1519', 'feature_1522', 'feature_1525', 'feature_1539', 'feature_1542', 'feature_1545', 'feature_1549', 'feature_1558', 'feature_1563', 'feature_157', 'feature_1580', 'feature_1583', 'feature_1590', 'feature_1600', 'feature_1606', 'feature_1613', 'feature_1620', 'feature_1623', 'feature_1632', 'feature_1652', 'feature_1676', 'feature_1679', 'feature_17', 'feature_1711', 'feature_1715', 'feature_1729', 'feature_1736', 'feature_1742', 'feature_1748', 'feature_1767', 'feature_177', 'feature_1770', 'feature_1774', 'feature_178', 'feature_1780', 'feature_1785', 'feature_1794', 'feature_1797', 'feature_1811', 'feature_1813', 'feature_1820', 'feature_1822', 'feature_1826', 'feature_1828', 'feature_1836', 'feature_1837', 'feature_1852', 'feature_1853', 'feature_1862', 'feature_187', 'feature_1871', 'feature_1881', 'feature_1892', 'feature_1896', 'feature_1900', 'feature_1902', 'feature_1911', 'feature_1914', 'feature_1921', 'feature_1924', 'feature_1928', 'feature_1930', 'feature_1931', 'feature_1934', 'feature_1942', 'feature_1949', 'feature_1960', 'feature_1963', 'feature_1968', 'feature_1982', 'feature_1985', 'feature_1995', 'feature_214', 'feature_215', 'feature_227', 'feature_238', 'feature_248', 'feature_266', 'feature_273', 'feature_274', 'feature_276', 'feature_282', 'feature_289', 'feature_290', 'feature_298', 'feature_30', 'feature_303', 'feature_313', 'feature_315', 'feature_317', 'feature_324', 'feature_332', 'feature_335', 'feature_344', 'feature_350', 'feature_357', 'feature_365', 'feature_368', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_398', 'feature_40', 'feature_404', 'feature_422', 'feature_427', 'feature_43', 'feature_44', 'feature_442', 'feature_456', 'feature_457', 'feature_467', 'feature_482', 'feature_483', 'feature_493', 'feature_50', 'feature_511', 'feature_52', 'feature_521', 'feature_526', 'feature_527', 'feature_528', 'feature_530', 'feature_531', 'feature_535', 'feature_544', 'feature_550', 'feature_554', 'feature_557', 'feature_562', 'feature_568', 'feature_57', 'feature_582', 'feature_583', 'feature_586', 'feature_594', 'feature_604', 'feature_605', 'feature_609', 'feature_61', 'feature_621', 'feature_625', 'feature_626', 'feature_627', 'feature_631', 'feature_637', 'feature_640', 'feature_652', 'feature_656', 'feature_659', 'feature_660', 'feature_668', 'feature_669', 'feature_672', 'feature_680', 'feature_682', 'feature_684', 'feature_691', 'feature_696', 'feature_7', 'feature_709', 'feature_722', 'feature_726', 'feature_730', 'feature_738', 'feature_741', 'feature_747', 'feature_751', 'feature_791', 'feature_793', 'feature_798', 'feature_803', 'feature_809', 'feature_831', 'feature_84', 'feature_840', 'feature_841', 'feature_848', 'feature_852', 'feature_853', 'feature_857', 'feature_865', 'feature_866', 'feature_867', 'feature_872', 'feature_877', 'feature_881', 'feature_899', 'feature_900', 'feature_905', 'feature_94', 'feature_945', 'feature_951', 'feature_952', 'feature_957', 'feature_96', 'feature_960', 'feature_962', 'feature_965', 'feature_978', 'feature_99', 'feature_999']

 - 0 missed true support features:
   []

 - 264 extra features found (not in true support):
   ['feature_1000', 'feature_1006', 'feature_1007', 'feature_1009', 'feature_1020', 'feature_1022', 'feature_1023', 'feature_1025', 'feature_1036', 'feature_1044', 'feature_1046', 'feature_105', 'feature_1059', 'feature_1060', 'feature_1070', 'feature_1079', 'feature_108', 'feature_109', 'feature_1090', 'feature_1095', 'feature_1103', 'feature_1115', 'feature_1121', 'feature_1129', 'feature_1133', 'feature_1135', 'feature_1147', 'feature_1162', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_12', 'feature_1216', 'feature_1231', 'feature_1246', 'feature_1265', 'feature_1271', 'feature_1273', 'feature_1285', 'feature_130', 'feature_1300', 'feature_1317', 'feature_133', 'feature_1346', 'feature_1348', 'feature_1358', 'feature_1375', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_140', 'feature_1407', 'feature_1411', 'feature_1415', 'feature_1426', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1439', 'feature_1446', 'feature_1447', 'feature_1451', 'feature_146', 'feature_1465', 'feature_1472', 'feature_1473', 'feature_1485', 'feature_1491', 'feature_1501', 'feature_1505', 'feature_1511', 'feature_1519', 'feature_1525', 'feature_1539', 'feature_1542', 'feature_1549', 'feature_1558', 'feature_1563', 'feature_157', 'feature_1580', 'feature_1583', 'feature_1590', 'feature_1600', 'feature_1606', 'feature_1613', 'feature_1620', 'feature_1623', 'feature_1632', 'feature_1652', 'feature_1679', 'feature_17', 'feature_1711', 'feature_1715', 'feature_1729', 'feature_1736', 'feature_1742', 'feature_1748', 'feature_1767', 'feature_177', 'feature_1770', 'feature_1774', 'feature_1780', 'feature_1785', 'feature_1794', 'feature_1797', 'feature_1811', 'feature_1813', 'feature_1820', 'feature_1822', 'feature_1826', 'feature_1828', 'feature_1836', 'feature_1837', 'feature_1852', 'feature_1853', 'feature_1862', 'feature_1871', 'feature_1881', 'feature_1892', 'feature_1896', 'feature_1900', 'feature_1902', 'feature_1911', 'feature_1914', 'feature_1921', 'feature_1924', 'feature_1928', 'feature_1930', 'feature_1931', 'feature_1934', 'feature_1942', 'feature_1960', 'feature_1963', 'feature_1968', 'feature_1982', 'feature_1985', 'feature_1995', 'feature_214', 'feature_215', 'feature_227', 'feature_238', 'feature_248', 'feature_266', 'feature_273', 'feature_274', 'feature_276', 'feature_282', 'feature_289', 'feature_290', 'feature_298', 'feature_30', 'feature_303', 'feature_313', 'feature_315', 'feature_317', 'feature_324', 'feature_332', 'feature_335', 'feature_344', 'feature_350', 'feature_357', 'feature_368', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_398', 'feature_40', 'feature_404', 'feature_422', 'feature_427', 'feature_43', 'feature_44', 'feature_442', 'feature_456', 'feature_457', 'feature_467', 'feature_482', 'feature_483', 'feature_493', 'feature_50', 'feature_511', 'feature_52', 'feature_521', 'feature_526', 'feature_527', 'feature_528', 'feature_530', 'feature_531', 'feature_535', 'feature_544', 'feature_550', 'feature_554', 'feature_557', 'feature_562', 'feature_568', 'feature_57', 'feature_582', 'feature_583', 'feature_586', 'feature_594', 'feature_604', 'feature_605', 'feature_609', 'feature_61', 'feature_621', 'feature_625', 'feature_626', 'feature_627', 'feature_631', 'feature_637', 'feature_640', 'feature_652', 'feature_656', 'feature_659', 'feature_660', 'feature_668', 'feature_669', 'feature_672', 'feature_680', 'feature_682', 'feature_684', 'feature_691', 'feature_696', 'feature_7', 'feature_709', 'feature_722', 'feature_726', 'feature_730', 'feature_738', 'feature_747', 'feature_751', 'feature_791', 'feature_793', 'feature_798', 'feature_803', 'feature_809', 'feature_831', 'feature_84', 'feature_840', 'feature_841', 'feature_848', 'feature_852', 'feature_853', 'feature_857', 'feature_865', 'feature_867', 'feature_872', 'feature_881', 'feature_900', 'feature_905', 'feature_94', 'feature_945', 'feature_951', 'feature_952', 'feature_957', 'feature_96', 'feature_960', 'feature_962', 'feature_965', 'feature_978', '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_1676 (mu = -1.8749) | feature_178 (mu = -1.7503)  | feature_1522 (mu = -2.4937) | feature_866 (mu = 1.5201)   | feature_1522 (mu = -1.9835) | feature_741 (mu = 1.9903)   | feature_187 (mu = -2.4236)  | feature_1470 (mu = 2.2240)  | feature_1545 (mu = 2.0341)  | feature_1307 (mu = 1.9663)  | feature_1522 (mu = -1.2280) | feature_1307 (mu = -1.5811) |
| 1     | feature_1522 (mu = -1.7331) | feature_1307 (mu = 1.1794)  | feature_1307 (mu = 1.8256)  | feature_1307 (mu = -1.2542) | feature_178 (mu = -1.6149)  | feature_877 (mu = 1.6660)   | feature_866 (mu = -1.9078)  | feature_1949 (mu = 1.7226)  | feature_1949 (mu = -1.2690) | feature_178 (mu = 1.8936)   | feature_178 (mu = -1.1579)  | feature_899 (mu = 1.4697)   |
| 2     | feature_1307 (mu = -1.4065) | feature_187 (mu = -1.0990)  | feature_1545 (mu = -1.1293) | feature_1676 (mu = -1.0909) | feature_866 (mu = 1.0591)   | feature_1522 (mu = -1.5069) | feature_1522 (mu = -1.2832) | feature_1545 (mu = 1.6457)  | feature_999 (mu = -1.1450)  | feature_1522 (mu = -1.1399) | feature_187 (mu = -0.9889)  | feature_178 (mu = 1.3657)   |
| 3     | feature_1051 (mu = 1.2926)  | feature_866 (mu = -0.9721)  | feature_1051 (mu = 1.0623)  | feature_187 (mu = 0.9602)   | feature_1676 (mu = -0.8177) | feature_1949 (mu = 1.3915)  | feature_1307 (mu = 1.1446)  | feature_866 (mu = -1.5200)  | feature_1307 (mu = 1.0446)  | feature_741 (mu = -1.0397)  | feature_1307 (mu = 0.8376)  | feature_1676 (mu = -1.1801) |
| 4     | feature_178 (mu = -0.7212)  | feature_365 (mu = -0.8049)  | feature_866 (mu = -0.9253)  | feature_1522 (mu = -0.9034) | feature_187 (mu = -0.7776)  | feature_1470 (mu = -1.0981) | feature_877 (mu = 1.1261)   | feature_1051 (mu = -1.2382) | feature_178 (mu = -0.8962)  | feature_1545 (mu = -1.0272) | feature_999 (mu = 0.7354)   | feature_1051 (mu = -1.0417) |
| 5     | feature_1470 (mu = -0.6939) | feature_741 (mu = -0.7630)  | feature_365 (mu = 0.8832)   | feature_1051 (mu = 0.7262)  | feature_1051 (mu = 0.7711)  | feature_866 (mu = -1.0771)  | feature_1470 (mu = -1.1087) | feature_365 (mu = -0.8904)  | feature_1676 (mu = 0.8704)  | feature_866 (mu = 1.0236)   | feature_1949 (mu = -0.6041) | feature_1470 (mu = 0.8447)  |
| 6     | feature_877 (mu = -0.6705)  | feature_999 (mu = -0.5462)  | feature_877 (mu = 0.7816)   | feature_178 (mu = 0.7077)   | feature_1949 (mu = 0.5940)  | feature_999 (mu = -0.9317)  | feature_741 (mu = 1.0963)   | feature_899 (mu = 0.8606)   | feature_866 (mu = -0.7870)  | feature_365 (mu = 0.8834)   | feature_1676 (mu = -0.5744) | feature_999 (mu = 0.6400)   |
| 7     | feature_866 (mu = 0.6457)   | feature_1051 (mu = 0.5440)  | feature_999 (mu = -0.6421)  | feature_877 (mu = -0.6289)  | feature_365 (mu = -0.5763)  | feature_1676 (mu = 0.8060)  | feature_999 (mu = -0.9608)  | feature_187 (mu = 0.7321)   | feature_741 (mu = -0.7215)  | feature_877 (mu = -0.8692)  | feature_741 (mu = 0.5527)   | feature_1949 (mu = 0.5405)  |
| 8     | feature_999 (mu = -0.6176)  | feature_1470 (mu = 0.4507)  | feature_1949 (mu = 0.5694)  | feature_1545 (mu = -0.4701) | feature_1307 (mu = 0.5307)  | feature_365 (mu = -0.4733)  | feature_178 (mu = -0.6790)  | feature_741 (mu = 0.6410)   | feature_899 (mu = -0.6130)  | feature_1470 (mu = 0.6311)  | feature_866 (mu = -0.4944)  | feature_877 (mu = -0.5076)  |
| 9     | feature_187 (mu = -0.5174)  | feature_1522 (mu = -0.3916) | feature_1470 (mu = -0.5049) | feature_741 (mu = -0.4373)  | feature_899 (mu = -0.4827)  | feature_554 (mu = -0.2767)  | feature_1949 (mu = -0.6415) | feature_178 (mu = -0.5669)  | feature_187 (mu = -0.5862)  | feature_1949 (mu = 0.5965)  | feature_365 (mu = 0.4346)   | feature_1522 (mu = 0.4987)  |
| 10    | feature_741 (mu = -0.4564)  | feature_899 (mu = -0.3499)  | feature_741 (mu = 0.5039)   | feature_365 (mu = 0.4267)   | feature_999 (mu = -0.4725)  | feature_178 (mu = -0.2577)  | feature_1676 (mu = 0.6348)  | feature_999 (mu = 0.5461)   | feature_1522 (mu = 0.4711)  | feature_1051 (mu = 0.5463)  | feature_877 (mu = 0.2924)   | feature_866 (mu = 0.3766)   |
| 11    | feature_365 (mu = -0.2915)  | feature_877 (mu = 0.3220)   | feature_899 (mu = -0.2377)  | feature_1949 (mu = 0.3629)  | feature_877 (mu = 0.2051)   | feature_1545 (mu = -0.2497) | feature_1545 (mu = 0.2132)  | feature_877 (mu = 0.5173)   | feature_877 (mu = 0.3401)   | feature_999 (mu = -0.4110)  | feature_899 (mu = -0.2561)  | feature_187 (mu = -0.2053)  |
| 12    | feature_1949 (mu = -0.2229) | feature_1949 (mu = -0.2381) | feature_1676 (mu = 0.1484)  | feature_1470 (mu = -0.1378) | feature_1470 (mu = -0.1756) | feature_187 (mu = -0.2257)  | feature_1051 (mu = 0.1534)  | feature_1307 (mu = 0.2646)  | feature_1051 (mu = 0.2932)  | feature_899 (mu = 0.1466)   | feature_1715 (mu = -0.1625) | feature_1545 (mu = 0.1854)  |
| 13    | feature_1147 (mu = 0.1007)  | feature_1545 (mu = 0.1040)  | feature_550 (mu = -0.1062)  | feature_999 (mu = -0.1059)  | feature_1545 (mu = -0.1240) | feature_899 (mu = 0.1888)   | feature_899 (mu = -0.1434)  | feature_1676 (mu = -0.1803) | feature_1470 (mu = 0.2033)  | feature_187 (mu = 0.1455)   | feature_1070 (mu = 0.1564)  | feature_365 (mu = -0.1643)  |
| 14    | feature_1623 (mu = -0.0885) | feature_962 (mu = -0.1010)  | feature_187 (mu = -0.1057)  | feature_1044 (mu = 0.0805)  | feature_1892 (mu = -0.1079) | feature_1307 (mu = 0.1404)  | feature_365 (mu = -0.1329)  | feature_1522 (mu = -0.1117) | feature_365 (mu = -0.1263)  | feature_266 (mu = 0.1270)   | feature_1348 (mu = 0.1524)  | feature_621 (mu = 0.1556)   |
| 15    | feature_1020 (mu = -0.0885) | feature_84 (mu = -0.1009)   | feature_1346 (mu = 0.1030)  | feature_1060 (mu = 0.0710)  | feature_511 (mu = 0.0908)   | feature_119 (mu = 0.1285)   | feature_1060 (mu = -0.1203) | feature_793 (mu = 0.0911)   | feature_1246 (mu = -0.0991) | feature_7 (mu = 0.1262)     | feature_372 (mu = 0.1511)   | feature_1044 (mu = 0.1531)  |
| 16    | feature_43 (mu = 0.0801)    | feature_872 (mu = -0.1003)  | feature_140 (mu = -0.0985)  | feature_1000 (mu = -0.0705) | feature_872 (mu = -0.0888)  | feature_1930 (mu = -0.1241) | feature_1715 (mu = -0.1183) | feature_1924 (mu = -0.0891) | feature_1852 (mu = 0.0963)  | feature_1679 (mu = 0.1136)  | feature_583 (mu = 0.1423)   | feature_1811 (mu = -0.1524) |
| 17    | feature_865 (mu = 0.0748)   | feature_17 (mu = 0.0987)    | feature_178 (mu = 0.0971)   | feature_621 (mu = 0.0703)   | feature_831 (mu = -0.0834)  | feature_1393 (mu = -0.1147) | feature_1121 (mu = -0.1117) | feature_1902 (mu = 0.0883)  | feature_659 (mu = 0.0923)   | feature_1115 (mu = 0.1116)  | feature_1826 (mu = 0.1375)  | feature_1736 (mu = 0.1513)  |
| 18    | feature_1794 (mu = 0.0744)  | feature_1852 (mu = 0.0909)  | feature_1921 (mu = -0.0963) | feature_289 (mu = 0.0699)   | feature_1780 (mu = -0.0816) | feature_313 (mu = -0.1132)  | feature_1246 (mu = -0.1116) | feature_1115 (mu = -0.0859) | feature_1826 (mu = 0.0919)  | feature_1447 (mu = -0.1110) | feature_1246 (mu = -0.1373) | feature_669 (mu = 0.1483)   |
| 19    | feature_1968 (mu = -0.0736) | feature_583 (mu = 0.0855)   | feature_682 (mu = 0.0954)   | feature_1715 (mu = 0.0688)  | feature_1606 (mu = -0.0799) | feature_951 (mu = 0.1114)   | feature_528 (mu = -0.1107)  | feature_50 (mu = 0.0841)    | feature_44 (mu = -0.0919)   | feature_378 (mu = -0.1084)  | feature_1679 (mu = -0.1372) | feature_133 (mu = 0.1470)   |
| 20    | feature_456 (mu = -0.0734)  | feature_684 (mu = 0.0846)   | feature_722 (mu = -0.0925)  | feature_726 (mu = -0.0688)  | feature_1549 (mu = -0.0778) | feature_751 (mu = 0.1113)   | feature_108 (mu = -0.1099)  | feature_1942 (mu = -0.0813) | feature_691 (mu = 0.0904)   | feature_1188 (mu = 0.1083)  | feature_40 (mu = -0.1361)   | feature_1852 (mu = -0.1429) |
| 21    | feature_550 (mu = 0.0733)   | feature_350 (mu = -0.0819)  | feature_1133 (mu = -0.0914) | feature_1852 (mu = -0.0684) | feature_583 (mu = 0.0769)   | feature_684 (mu = -0.1106)  | feature_1162 (mu = 0.1030)  | feature_1774 (mu = -0.0798) | feature_747 (mu = 0.0877)   | feature_872 (mu = 0.1062)   | feature_376 (mu = 0.1348)   | feature_238 (mu = 0.1413)   |
| 22    | feature_1900 (mu = -0.0719) | feature_1407 (mu = 0.0812)  | feature_303 (mu = 0.0903)   | feature_960 (mu = -0.0677)  | feature_669 (mu = -0.0765)  | feature_404 (mu = -0.1105)  | feature_1623 (mu = 0.0988)  | feature_1246 (mu = -0.0797) | feature_583 (mu = 0.0876)   | feature_730 (mu = 0.1045)   | feature_659 (mu = 0.1318)   | feature_738 (mu = -0.1405)  |
| 23    | feature_957 (mu = 0.0703)   | feature_1115 (mu = -0.0801) | feature_1095 (mu = 0.0881)  | feature_1934 (mu = 0.0668)  | feature_1129 (mu = -0.0765) | feature_30 (mu = -0.1103)   | feature_1995 (mu = -0.0972) | feature_105 (mu = -0.0788)  | feature_1679 (mu = -0.0870) | feature_1729 (mu = -0.1040) | feature_691 (mu = 0.1316)   | feature_881 (mu = -0.1388)  |
| 24    | feature_1346 (mu = -0.0702) | feature_978 (mu = -0.0800)  | feature_1931 (mu = 0.0872)  | feature_1191 (mu = 0.0661)  | feature_493 (mu = 0.0754)   | feature_1785 (mu = -0.1099) | feature_691 (mu = 0.0940)   | feature_1563 (mu = -0.0777) | feature_1995 (mu = -0.0861) | feature_1386 (mu = 0.1030)  | feature_1934 (mu = -0.1282) | feature_1429 (mu = -0.1383) |
| 25    | feature_1613 (mu = 0.0696)  | feature_1491 (mu = 0.0796)  | feature_791 (mu = 0.0868)   | feature_1090 (mu = 0.0652)  | feature_1216 (mu = 0.0745)  | feature_1580 (mu = 0.1096)  | feature_605 (mu = -0.0938)  | feature_344 (mu = -0.0776)  | feature_604 (mu = 0.0855)   | feature_1358 (mu = 0.1019)  | feature_872 (mu = -0.1252)  | feature_493 (mu = -0.1365)  |
| 26    | feature_1632 (mu = 0.0691)  | feature_493 (mu = 0.0792)   | feature_1020 (mu = 0.0861)  | feature_669 (mu = 0.0639)   | feature_1813 (mu = 0.0744)  | feature_722 (mu = -0.1079)  | feature_747 (mu = 0.0937)   | feature_1375 (mu = -0.0771) | feature_1300 (mu = 0.0850)  | feature_1090 (mu = 0.1010)  | feature_1392 (mu = -0.1232) | feature_373 (mu = 0.1315)   |
| 27    | feature_722 (mu = 0.0683)   | feature_848 (mu = -0.0789)  | feature_1542 (mu = 0.0859)  | feature_528 (mu = 0.0636)   | feature_848 (mu = -0.0732)  | feature_1985 (mu = 0.1061)  | feature_652 (mu = -0.0923)  | feature_747 (mu = 0.0771)   | feature_335 (mu = -0.0829)  | feature_1942 (mu = 0.0993)  | feature_604 (mu = 0.1231)   | feature_1191 (mu = 0.1307)  |
| 28    | feature_631 (mu = 0.0670)   | feature_1398 (mu = -0.0789) | feature_378 (mu = -0.0856)  | feature_594 (mu = 0.0634)   | feature_1852 (mu = 0.0719)  | feature_867 (mu = 0.1044)   | feature_143 (mu = -0.0918)  | feature_1505 (mu = -0.0768) | feature_852 (mu = 0.0824)   | feature_1439 (mu = -0.0987) | feature_483 (mu = 0.1176)   | feature_550 (mu = 0.1291)   |
| 29    | feature_680 (mu = 0.0667)   | feature_457 (mu = 0.0771)   | feature_1358 (mu = 0.0853)  | feature_177 (mu = 0.0622)   | feature_626 (mu = 0.0701)   | feature_214 (mu = -0.1020)  | feature_372 (mu = 0.0903)   | feature_1797 (mu = 0.0765)  | feature_368 (mu = 0.0807)   | feature_1046 (mu = -0.0968) | feature_1121 (mu = -0.1176) | feature_568 (mu = -0.1290)  |
| 30    | feature_324 (mu = 0.0664)   | feature_669 (mu = -0.0756)  | feature_1472 (mu = -0.0845) | feature_872 (mu = 0.0622)   | feature_952 (mu = 0.0697)   | feature_1620 (mu = 0.1017)  | feature_61 (mu = 0.0901)    | feature_1231 (mu = 0.0761)  | feature_1121 (mu = -0.0794) | feature_274 (mu = 0.0965)   | feature_1539 (mu = -0.1167) | feature_1179 (mu = 0.1288)  |
| 31    | feature_1822 (mu = 0.0660)  | feature_1736 (mu = -0.0748) | feature_557 (mu = -0.0843)  | feature_1871 (mu = 0.0622)  | feature_1896 (mu = -0.0681) | feature_215 (mu = -0.1015)  | feature_105 (mu = -0.0897)  | feature_1679 (mu = -0.0755) | feature_1828 (mu = 0.0778)  | feature_1009 (mu = -0.0959) | feature_1770 (mu = 0.1162)  | feature_840 (mu = -0.1280)  |
| 32    | feature_1590 (mu = 0.0657)  | feature_1079 (mu = -0.0735) | feature_1794 (mu = -0.0842) | feature_544 (mu = -0.0611)  | feature_1767 (mu = 0.0680)  | feature_1900 (mu = 0.1012)  | feature_1036 (mu = 0.0890)  | feature_1265 (mu = 0.0728)  | feature_853 (mu = -0.0764)  | feature_1652 (mu = 0.0957)  | feature_1265 (mu = 0.1155)  | feature_457 (mu = -0.1277)  |
| 33    | feature_1430 (mu = 0.0654)  | feature_1446 (mu = -0.0734) | feature_324 (mu = -0.0841)  | feature_668 (mu = 0.0609)   | feature_945 (mu = -0.0679)  | feature_1271 (mu = -0.0998) | feature_1070 (mu = 0.0890)  | feature_157 (mu = 0.0727)   | feature_1960 (mu = -0.0763) | feature_1982 (mu = 0.0955)  | feature_550 (mu = -0.1153)  | feature_962 (mu = 0.1267)   |
| 34    | feature_398 (mu = -0.0653)  | feature_621 (mu = -0.0732)  | feature_398 (mu = 0.0837)   | feature_1407 (mu = -0.0605) | feature_962 (mu = -0.0668)  | feature_1317 (mu = -0.0994) | feature_1902 (mu = 0.0877)  | None                        | feature_1162 (mu = 0.0752)  | feature_467 (mu = -0.0951)  | feature_276 (mu = -0.1150)  | feature_1285 (mu = -0.1265) |
| 35    | feature_315 (mu = 0.0651)   | feature_298 (mu = 0.0731)   | feature_1930 (mu = -0.0834) | feature_841 (mu = -0.0604)  | feature_1826 (mu = 0.0666)  | feature_317 (mu = -0.0984)  | feature_867 (mu = 0.0875)   | None                        | feature_1505 (mu = -0.0752) | feature_526 (mu = 0.0950)   | feature_881 (mu = 0.1141)   | feature_332 (mu = 0.1257)   |
| 36    | feature_442 (mu = 0.0647)   | feature_1826 (mu = 0.0719)  | feature_357 (mu = -0.0825)  | feature_273 (mu = 0.0602)   | feature_1583 (mu = 0.0664)  | feature_1216 (mu = -0.0983) | feature_344 (mu = -0.0874)  | None                        | feature_1060 (mu = -0.0750) | feature_1103 (mu = 0.0947)  | feature_1051 (mu = 0.1132)  | feature_656 (mu = 0.1248)   |
| 37    | feature_1711 (mu = -0.0645) | feature_1451 (mu = -0.0715) | feature_660 (mu = -0.0818)  | feature_1273 (mu = -0.0601) | feature_1115 (mu = -0.0662) | feature_905 (mu = 0.0982)   | feature_726 (mu = 0.0871)   | None                        | feature_1911 (mu = 0.0748)  | feature_530 (mu = -0.0939)  | feature_528 (mu = -0.1118)  | feature_1914 (mu = 0.1246)  |
| 38    | None                        | feature_344 (mu = -0.0709)  | feature_1623 (mu = 0.0816)  | feature_344 (mu = 0.0601)   | feature_803 (mu = 0.0644)   | feature_1600 (mu = -0.0980) | feature_696 (mu = 0.0869)   | None                        | feature_1036 (mu = 0.0748)  | feature_857 (mu = 0.0938)   | feature_1465 (mu = -0.1110) | feature_1836 (mu = 0.1242)  |
| 39    | None                        | feature_248 (mu = -0.0694)  | feature_625 (mu = 0.0815)   | feature_951 (mu = -0.0596)  | None                        | feature_1426 (mu = -0.0972) | feature_583 (mu = 0.0868)   | None                        | feature_528 (mu = -0.0744)  | feature_1676 (mu = -0.0938) | feature_12 (mu = 0.1105)    | feature_1896 (mu = 0.1237)  |
| 40    | None                        | feature_1896 (mu = -0.0680) | feature_798 (mu = 0.0808)   | feature_457 (mu = -0.0595)  | None                        | feature_709 (mu = 0.0971)   | feature_1563 (mu = -0.0856) | None                        | feature_1070 (mu = 0.0742)  | feature_1558 (mu = -0.0928) | feature_1995 (mu = -0.1093) | feature_1525 (mu = 0.1224)  |
| 41    | None                        | feature_1023 (mu = -0.0679) | None                        | None                        | None                        | feature_427 (mu = 0.0969)   | feature_94 (mu = -0.0852)   | None                        | feature_1511 (mu = -0.0738) | feature_1007 (mu = 0.0923)  | feature_1963 (mu = -0.1089) | feature_290 (mu = 0.1218)   |
| 42    | None                        | feature_1059 (mu = -0.0679) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1902 (mu = 0.0734)  | feature_747 (mu = -0.0919)  | feature_303 (mu = 0.1089)   | feature_1000 (mu = -0.1214) |
| 43    | None                        | feature_276 (mu = -0.0679)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1742 (mu = 0.0721)  | feature_521 (mu = -0.0918)  | feature_1129 (mu = -0.1075) | feature_809 (mu = -0.1209)  |
| 44    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_793 (mu = -0.0909)  | feature_1862 (mu = -0.1069) | feature_84 (mu = 0.1203)    |
| 45    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_582 (mu = -0.0906)  | feature_747 (mu = 0.1058)   | feature_1135 (mu = 0.1200)  |
| 46    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_659 (mu = -0.0901)  | feature_1780 (mu = -0.1053) | feature_562 (mu = 0.1189)   |
| 47    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1748 (mu = -0.0896) | feature_457 (mu = 0.1051)   | feature_1826 (mu = -0.1184) |
| 48    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_669 (mu = 0.0894)   | feature_1911 (mu = 0.1045)  | feature_99 (mu = -0.1154)   |
| 49    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1025 (mu = 0.0894)  | feature_1852 (mu = 0.1041)  | feature_803 (mu = -0.1151)  |
| 50    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_609 (mu = 0.0894)   | feature_1837 (mu = 0.1041)  | feature_422 (mu = -0.1149)  |
| 51    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_130 (mu = -0.0893)  | feature_640 (mu = 0.1039)   | feature_531 (mu = -0.1144)  |
| 52    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_586 (mu = -0.0888)  | feature_1473 (mu = -0.1036) | feature_1059 (mu = 0.1143)  |
| 53    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_672 (mu = -0.0887)  | feature_96 (mu = 0.1033)    | feature_1934 (mu = 0.1141)  |
| 54    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_227 (mu = 0.0882)   | feature_1006 (mu = -0.1031) | feature_527 (mu = -0.1140)  |
| 55    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_482 (mu = -0.0880)  | feature_798 (mu = 0.1029)   | feature_1501 (mu = -0.1125) |
| 56    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_282 (mu = -0.0878)  | feature_637 (mu = -0.1024)  | feature_50 (mu = 0.1122)    |
| 57    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1820 (mu = -0.0874) | feature_1022 (mu = -0.1016) | feature_57 (mu = 0.1121)    |
| 58    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1044 (mu = 0.0874)  | feature_1583 (mu = 0.1013)  | feature_1881 (mu = -0.1115) |
| 59    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_535 (mu = 0.0874)   | feature_146 (mu = 0.1012)   | feature_741 (mu = 0.1115)   |
| 60    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_965 (mu = 0.1011)   | feature_1485 (mu = 0.1109)  |
| 61    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1446 (mu = -0.1005) | feature_1853 (mu = 0.1104)  |
| 62    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_109 (mu = -0.0998)  | feature_1070 (mu = -0.1103) |
| 63    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_627 (mu = 0.0998)   | feature_1411 (mu = -0.1102) |
| 64    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1942 (mu = -0.0994) | feature_1928 (mu = 0.1100)  |
| 65    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1060 (mu = -0.0994) | feature_1519 (mu = -0.1097) |
| 66    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1415 (mu = -0.0991) | feature_900 (mu = -0.1096)  |
| 67    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_313 (mu = 0.0988)   | feature_52 (mu = -0.1095)   |
| 68    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_951 (mu = -0.1093)  |


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       | 83.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 68.000  |
| Recall                 | 1.000   |
| Precision              | 0.181   |
| F1_Score               | 0.306   |
| Jaccard                | 0.181   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.819   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.034   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 24.096  |

## 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']


 - 83 discovered features:
   ['feature_1020', 'feature_1044', 'feature_1051', 'feature_1060', 'feature_1070', 'feature_108', 'feature_1115', 'feature_1121', 'feature_1129', 'feature_1147', 'feature_1162', 'feature_1188', 'feature_119', 'feature_1246', 'feature_1307', 'feature_133', 'feature_1346', 'feature_1348', 'feature_1392', 'feature_140', 'feature_1407', 'feature_1429', 'feature_1447', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_1549', 'feature_1606', 'feature_1623', 'feature_1676', 'feature_1679', 'feature_17', 'feature_1715', 'feature_1736', 'feature_178', 'feature_1780', 'feature_1811', 'feature_1826', 'feature_1852', 'feature_187', 'feature_1892', 'feature_1902', 'feature_1924', 'feature_1930', 'feature_1934', 'feature_1949', 'feature_238', 'feature_266', 'feature_350', 'feature_365', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_40', 'feature_43', 'feature_44', 'feature_493', 'feature_511', 'feature_528', 'feature_550', 'feature_554', 'feature_583', 'feature_604', 'feature_621', 'feature_659', 'feature_669', 'feature_684', 'feature_691', 'feature_7', 'feature_738', 'feature_741', 'feature_747', 'feature_793', 'feature_831', 'feature_84', 'feature_866', 'feature_872', 'feature_877', 'feature_881', 'feature_899', 'feature_962', 'feature_999']

 - 0 missed true support features:
   []

 - 68 extra features found (not in true support):
   ['feature_1020', 'feature_1044', 'feature_1060', 'feature_1070', 'feature_108', 'feature_1115', 'feature_1121', 'feature_1129', 'feature_1147', 'feature_1162', 'feature_1188', 'feature_119', 'feature_1246', 'feature_133', 'feature_1346', 'feature_1348', 'feature_1392', 'feature_140', 'feature_1407', 'feature_1429', 'feature_1447', 'feature_1549', 'feature_1606', 'feature_1623', 'feature_1679', 'feature_17', 'feature_1715', 'feature_1736', 'feature_1780', 'feature_1811', 'feature_1826', 'feature_1852', 'feature_1892', 'feature_1902', 'feature_1924', 'feature_1930', 'feature_1934', 'feature_238', 'feature_266', 'feature_350', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_40', 'feature_43', 'feature_44', 'feature_493', 'feature_511', 'feature_528', 'feature_550', 'feature_554', 'feature_583', 'feature_604', 'feature_621', 'feature_659', 'feature_669', 'feature_684', 'feature_691', 'feature_7', 'feature_738', 'feature_747', 'feature_793', 'feature_831', 'feature_84', 'feature_872', 'feature_881', 'feature_962']


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_1676 (mu = -1.8749) | feature_178 (mu = -1.7503)  | feature_1522 (mu = -2.4937) | feature_866 (mu = 1.5201)   | feature_1522 (mu = -1.9835) | feature_741 (mu = 1.9903)   | feature_187 (mu = -2.4236)  | feature_1470 (mu = 2.2240)  | feature_1545 (mu = 2.0341)  | feature_1307 (mu = 1.9663)  | feature_1522 (mu = -1.2280) | feature_1307 (mu = -1.5811) |
| 1     | feature_1522 (mu = -1.7331) | feature_1307 (mu = 1.1794)  | feature_1307 (mu = 1.8256)  | feature_1307 (mu = -1.2542) | feature_178 (mu = -1.6149)  | feature_877 (mu = 1.6660)   | feature_866 (mu = -1.9078)  | feature_1949 (mu = 1.7226)  | feature_1949 (mu = -1.2690) | feature_178 (mu = 1.8936)   | feature_178 (mu = -1.1579)  | feature_899 (mu = 1.4697)   |
| 2     | feature_1307 (mu = -1.4065) | feature_187 (mu = -1.0990)  | feature_1545 (mu = -1.1293) | feature_1676 (mu = -1.0909) | feature_866 (mu = 1.0591)   | feature_1522 (mu = -1.5069) | feature_1522 (mu = -1.2832) | feature_1545 (mu = 1.6457)  | feature_999 (mu = -1.1450)  | feature_1522 (mu = -1.1399) | feature_187 (mu = -0.9889)  | feature_178 (mu = 1.3657)   |
| 3     | feature_1051 (mu = 1.2926)  | feature_866 (mu = -0.9721)  | feature_1051 (mu = 1.0623)  | feature_187 (mu = 0.9602)   | feature_1676 (mu = -0.8177) | feature_1949 (mu = 1.3915)  | feature_1307 (mu = 1.1446)  | feature_866 (mu = -1.5200)  | feature_1307 (mu = 1.0446)  | feature_741 (mu = -1.0397)  | feature_1307 (mu = 0.8376)  | feature_1676 (mu = -1.1801) |
| 4     | feature_178 (mu = -0.7212)  | feature_365 (mu = -0.8049)  | feature_866 (mu = -0.9253)  | feature_1522 (mu = -0.9034) | feature_187 (mu = -0.7776)  | feature_1470 (mu = -1.0981) | feature_877 (mu = 1.1261)   | feature_1051 (mu = -1.2382) | feature_178 (mu = -0.8962)  | feature_1545 (mu = -1.0272) | feature_999 (mu = 0.7354)   | feature_1051 (mu = -1.0417) |
| 5     | feature_1470 (mu = -0.6939) | feature_741 (mu = -0.7630)  | feature_365 (mu = 0.8832)   | feature_1051 (mu = 0.7262)  | feature_1051 (mu = 0.7711)  | feature_866 (mu = -1.0771)  | feature_1470 (mu = -1.1087) | feature_365 (mu = -0.8904)  | feature_1676 (mu = 0.8704)  | feature_866 (mu = 1.0236)   | feature_1949 (mu = -0.6041) | feature_1470 (mu = 0.8447)  |
| 6     | feature_877 (mu = -0.6705)  | feature_999 (mu = -0.5462)  | feature_877 (mu = 0.7816)   | feature_178 (mu = 0.7077)   | feature_1949 (mu = 0.5940)  | feature_999 (mu = -0.9317)  | feature_741 (mu = 1.0963)   | feature_899 (mu = 0.8606)   | feature_866 (mu = -0.7870)  | feature_365 (mu = 0.8834)   | feature_1676 (mu = -0.5744) | feature_999 (mu = 0.6400)   |
| 7     | feature_866 (mu = 0.6457)   | feature_1051 (mu = 0.5440)  | feature_999 (mu = -0.6421)  | feature_877 (mu = -0.6289)  | feature_365 (mu = -0.5763)  | feature_1676 (mu = 0.8060)  | feature_999 (mu = -0.9608)  | feature_187 (mu = 0.7321)   | feature_741 (mu = -0.7215)  | feature_877 (mu = -0.8692)  | feature_741 (mu = 0.5527)   | feature_1949 (mu = 0.5405)  |
| 8     | feature_999 (mu = -0.6176)  | feature_1470 (mu = 0.4507)  | feature_1949 (mu = 0.5694)  | feature_1545 (mu = -0.4701) | feature_1307 (mu = 0.5307)  | feature_365 (mu = -0.4733)  | feature_178 (mu = -0.6790)  | feature_741 (mu = 0.6410)   | feature_899 (mu = -0.6130)  | feature_1470 (mu = 0.6311)  | feature_866 (mu = -0.4944)  | feature_877 (mu = -0.5076)  |
| 9     | feature_187 (mu = -0.5174)  | feature_1522 (mu = -0.3916) | feature_1470 (mu = -0.5049) | feature_741 (mu = -0.4373)  | feature_899 (mu = -0.4827)  | feature_554 (mu = -0.2767)  | feature_1949 (mu = -0.6415) | feature_178 (mu = -0.5669)  | feature_187 (mu = -0.5862)  | feature_1949 (mu = 0.5965)  | feature_365 (mu = 0.4346)   | feature_1522 (mu = 0.4987)  |
| 10    | feature_741 (mu = -0.4564)  | feature_899 (mu = -0.3499)  | feature_741 (mu = 0.5039)   | feature_365 (mu = 0.4267)   | feature_999 (mu = -0.4725)  | feature_178 (mu = -0.2577)  | feature_1676 (mu = 0.6348)  | feature_999 (mu = 0.5461)   | feature_1522 (mu = 0.4711)  | feature_1051 (mu = 0.5463)  | feature_877 (mu = 0.2924)   | feature_866 (mu = 0.3766)   |
| 11    | feature_365 (mu = -0.2915)  | feature_877 (mu = 0.3220)   | feature_899 (mu = -0.2377)  | feature_1949 (mu = 0.3629)  | feature_877 (mu = 0.2051)   | feature_1545 (mu = -0.2497) | feature_1545 (mu = 0.2132)  | feature_877 (mu = 0.5173)   | feature_877 (mu = 0.3401)   | feature_999 (mu = -0.4110)  | feature_899 (mu = -0.2561)  | feature_187 (mu = -0.2053)  |
| 12    | feature_1949 (mu = -0.2229) | feature_1949 (mu = -0.2381) | feature_1676 (mu = 0.1484)  | feature_1470 (mu = -0.1378) | feature_1470 (mu = -0.1756) | feature_187 (mu = -0.2257)  | feature_1051 (mu = 0.1534)  | feature_1307 (mu = 0.2646)  | feature_1051 (mu = 0.2932)  | feature_899 (mu = 0.1466)   | feature_1715 (mu = -0.1625) | feature_1545 (mu = 0.1854)  |
| 13    | feature_1147 (mu = 0.1007)  | feature_1545 (mu = 0.1040)  | feature_550 (mu = -0.1062)  | feature_999 (mu = -0.1059)  | feature_1545 (mu = -0.1240) | feature_899 (mu = 0.1888)   | feature_899 (mu = -0.1434)  | feature_1676 (mu = -0.1803) | feature_1470 (mu = 0.2033)  | feature_187 (mu = 0.1455)   | feature_1070 (mu = 0.1564)  | feature_365 (mu = -0.1643)  |
| 14    | feature_1623 (mu = -0.0885) | feature_962 (mu = -0.1010)  | feature_187 (mu = -0.1057)  | feature_1044 (mu = 0.0805)  | feature_1892 (mu = -0.1079) | feature_1307 (mu = 0.1404)  | feature_365 (mu = -0.1329)  | feature_1522 (mu = -0.1117) | feature_365 (mu = -0.1263)  | feature_266 (mu = 0.1270)   | feature_1348 (mu = 0.1524)  | feature_621 (mu = 0.1556)   |
| 15    | feature_1020 (mu = -0.0885) | feature_84 (mu = -0.1009)   | feature_1346 (mu = 0.1030)  | None                        | feature_511 (mu = 0.0908)   | feature_119 (mu = 0.1285)   | feature_1060 (mu = -0.1203) | feature_793 (mu = 0.0911)   | feature_1246 (mu = -0.0991) | feature_7 (mu = 0.1262)     | feature_372 (mu = 0.1511)   | feature_1044 (mu = 0.1531)  |
| 16    | feature_43 (mu = 0.0801)    | feature_872 (mu = -0.1003)  | feature_140 (mu = -0.0985)  | None                        | feature_872 (mu = -0.0888)  | feature_1930 (mu = -0.1241) | feature_1715 (mu = -0.1183) | feature_1924 (mu = -0.0891) | feature_1852 (mu = 0.0963)  | feature_1679 (mu = 0.1136)  | feature_583 (mu = 0.1423)   | feature_1811 (mu = -0.1524) |
| 17    | None                        | feature_17 (mu = 0.0987)    | feature_178 (mu = 0.0971)   | None                        | feature_831 (mu = -0.0834)  | None                        | feature_1121 (mu = -0.1117) | feature_1902 (mu = 0.0883)  | feature_659 (mu = 0.0923)   | feature_1115 (mu = 0.1116)  | feature_1826 (mu = 0.1375)  | feature_1736 (mu = 0.1513)  |
| 18    | None                        | feature_1852 (mu = 0.0909)  | None                        | None                        | feature_1780 (mu = -0.0816) | None                        | feature_1246 (mu = -0.1116) | None                        | feature_1826 (mu = 0.0919)  | feature_1447 (mu = -0.1110) | feature_1246 (mu = -0.1373) | feature_669 (mu = 0.1483)   |
| 19    | None                        | feature_583 (mu = 0.0855)   | None                        | None                        | feature_1606 (mu = -0.0799) | None                        | feature_528 (mu = -0.1107)  | None                        | feature_44 (mu = -0.0919)   | feature_378 (mu = -0.1084)  | feature_1679 (mu = -0.1372) | feature_133 (mu = 0.1470)   |
| 20    | None                        | feature_684 (mu = 0.0846)   | None                        | None                        | feature_1549 (mu = -0.0778) | None                        | feature_108 (mu = -0.1099)  | None                        | feature_691 (mu = 0.0904)   | feature_1188 (mu = 0.1083)  | feature_40 (mu = -0.1361)   | feature_1852 (mu = -0.1429) |
| 21    | None                        | feature_350 (mu = -0.0819)  | None                        | None                        | feature_583 (mu = 0.0769)   | None                        | feature_1162 (mu = 0.1030)  | None                        | feature_747 (mu = 0.0877)   | feature_872 (mu = 0.1062)   | feature_376 (mu = 0.1348)   | feature_238 (mu = 0.1413)   |
| 22    | None                        | feature_1407 (mu = 0.0812)  | None                        | None                        | feature_669 (mu = -0.0765)  | None                        | None                        | None                        | feature_583 (mu = 0.0876)   | None                        | feature_659 (mu = 0.1318)   | feature_738 (mu = -0.1405)  |
| 23    | None                        | None                        | None                        | None                        | feature_1129 (mu = -0.0765) | None                        | None                        | None                        | feature_1679 (mu = -0.0870) | None                        | feature_691 (mu = 0.1316)   | feature_881 (mu = -0.1388)  |
| 24    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1934 (mu = -0.1282) | feature_1429 (mu = -0.1383) |
| 25    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_872 (mu = -0.1252)  | feature_493 (mu = -0.1365)  |
| 26    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1392 (mu = -0.1232) | feature_373 (mu = 0.1315)   |
| 27    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_604 (mu = 0.1231)   | None                        |


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

No data to display.

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