# GEMSS Experiment Results

## Parameters and Settings

- N_SAMPLES: 50
- N_FEATURES: 2000
- N_GENERATING_SOLUTIONS: 3
- SPARSITY: 5
- NOISE_STD: 0.1
- NAN_RATIO: 0
- BINARIZE: False
- BINARY_RESPONSE_RATIO: 0.5
- DATASET_SEED: 42
- N_CANDIDATE_SOLUTIONS: 12
- N_ITER: 4500
- PRIOR_TYPE: sss
- PRIOR_SPARSITY: 5
- SAMPLE_MORE_PRIORS_COEFF: 1
- STUDENT_DF: 1
- STUDENT_SCALE: 1
- VAR_SLAB: 100
- VAR_SPIKE: 0.1
- WEIGHT_SLAB: 0.9
- WEIGHT_SPIKE: 0.1
- IS_REGULARIZED: True
- LAMBDA_JACCARD: 1000
- BATCH_SIZE: 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       | 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 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']


 - 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 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_899 (mu = -1.6718)  | feature_178 (mu = -1.6369) | feature_999 (mu = 1.4162)   | feature_899 (mu = -1.3317)  | feature_1676 (mu = 1.6376)  | feature_1949 (mu = 1.3034)  | feature_1522 (mu = -1.3634) | feature_1545 (mu = 2.5616)  | feature_1676 (mu = -1.9906) | feature_741 (mu = -1.4497)  | feature_1470 (mu = 1.7352)  | feature_178 (mu = 1.6825)   |
| 1     | feature_741 (mu = 1.0198)   | feature_365 (mu = -1.4863) | feature_178 (mu = -1.0586)  | feature_999 (mu = 1.2218)   | feature_999 (mu = -1.4395)  | feature_365 (mu = 1.0099)   | feature_1676 (mu = -1.1533) | feature_1470 (mu = 1.5297)  | feature_1949 (mu = 1.7890)  | feature_1470 (mu = -1.3256) | feature_899 (mu = 1.5762)   | feature_899 (mu = -1.1535)  |
| 2     | feature_365 (mu = -0.9776)  | feature_741 (mu = 1.3843)  | feature_1051 (mu = 0.9956)  | feature_1470 (mu = -0.9903) | feature_178 (mu = -1.2964)  | feature_187 (mu = 0.9914)   | feature_741 (mu = -1.0811)  | feature_741 (mu = -1.3830)  | feature_1051 (mu = 1.4130)  | feature_899 (mu = -1.2783)  | feature_1949 (mu = 1.0526)  | feature_1051 (mu = -1.0633) |
| 3     | feature_1307 (mu = 0.9625)  | feature_999 (mu = -1.0248) | feature_1949 (mu = 0.9932)  | feature_741 (mu = -0.9159)  | feature_899 (mu = 0.9877)   | feature_1470 (mu = -0.8125) | feature_877 (mu = -0.9813)  | feature_1676 (mu = 1.2197)  | feature_999 (mu = -0.4813)  | feature_1676 (mu = -1.1643) | feature_741 (mu = -0.8443)  | feature_999 (mu = -0.6580)  |
| 4     | feature_1522 (mu = 0.8504)  | feature_1051 (mu = 0.8926) | feature_187 (mu = -0.6220)  | feature_1522 (mu = 0.7211)  | feature_1545 (mu = 0.8894)  | feature_1522 (mu = 0.6329)  | feature_999 (mu = -0.8840)  | feature_866 (mu = 1.1639)   | feature_1470 (mu = -0.4721) | feature_866 (mu = 0.6835)   | feature_1545 (mu = 0.6635)  | feature_1545 (mu = -0.5837) |
| 5     | feature_1545 (mu = -0.8307) | feature_1522 (mu = 0.8896) | feature_1522 (mu = 0.5928)  | feature_1307 (mu = 0.4984)  | feature_187 (mu = 0.7473)   | feature_1051 (mu = -0.6262) | feature_365 (mu = 0.8709)   | feature_1307 (mu = -1.1003) | feature_178 (mu = 0.4666)   | feature_1949 (mu = 0.6442)  | feature_1676 (mu = 0.6250)  | feature_1307 (mu = 0.5801)  |
| 6     | feature_178 (mu = -0.6203)  | feature_877 (mu = 0.7917)  | feature_1676 (mu = -0.5032) | feature_1545 (mu = -0.4480) | feature_1522 (mu = -0.5265) | feature_1545 (mu = -0.6056) | feature_1470 (mu = -0.6468) | feature_1051 (mu = -1.0310) | feature_1545 (mu = -0.4613) | feature_178 (mu = 0.5742)   | feature_365 (mu = -0.5685)  | feature_1949 (mu = 0.5207)  |
| 7     | feature_866 (mu = 0.5333)   | feature_1307 (mu = 0.7443) | feature_1307 (mu = -0.4989) | feature_866 (mu = 0.2774)   | feature_365 (mu = 0.4445)   | feature_866 (mu = 0.4979)   | feature_899 (mu = 0.6148)   | feature_187 (mu = 0.7848)   | feature_899 (mu = 0.4354)   | feature_187 (mu = 0.4507)   | feature_187 (mu = 0.3640)   | feature_187 (mu = 0.4857)   |
| 8     | feature_999 (mu = -0.4642)  | feature_1949 (mu = 0.4978) | feature_866 (mu = 0.3745)   | feature_365 (mu = 0.2173)   | feature_741 (mu = 0.2832)   | feature_1307 (mu = -0.4674) | feature_1949 (mu = 0.5936)  | feature_178 (mu = -0.6812)  | feature_1307 (mu = 0.3937)  | feature_365 (mu = 0.3620)   | feature_999 (mu = 0.3514)   | feature_866 (mu = 0.4676)   |
| 9     | feature_1051 (mu = -0.3723) | feature_1676 (mu = 0.4639) | feature_1470 (mu = -0.2643) | None                        | feature_1470 (mu = -0.2724) | feature_178 (mu = -0.4087)  | feature_187 (mu = -0.5868)  | feature_1949 (mu = -0.5955) | feature_187 (mu = -0.3536)  | feature_1051 (mu = 0.3300)  | feature_1051 (mu = -0.2478) | feature_1470 (mu = 0.4606)  |
| 10    | feature_1676 (mu = 0.3541)  | feature_187 (mu = 0.2607)  | feature_899 (mu = 0.2620)   | None                        | feature_1949 (mu = 0.2604)  | feature_999 (mu = -0.3825)  | feature_866 (mu = 0.3016)   | feature_1522 (mu = -0.3585) | feature_1522 (mu = -0.3459) | feature_1545 (mu = -0.2015) | feature_1522 (mu = -0.2396) | feature_365 (mu = -0.4025)  |
| 11    | feature_877 (mu = 0.3056)   | feature_1470 (mu = 0.2294) | feature_877 (mu = 0.2104)   | None                        | None                        | feature_741 (mu = -0.2552)  | feature_178 (mu = -0.2937)  | feature_899 (mu = 0.3148)   | feature_365 (mu = -0.2323)  | None                        | None                        | feature_1522 (mu = 0.3467)  |
| 12    | feature_1470 (mu = 0.2856)  | None                       | None                        | None                        | None                        | feature_899 (mu = -0.2357)  | feature_1051 (mu = 0.2632)  | None                        | None                        | None                        | None                        | feature_1676 (mu = -0.2026) |
| 13    | feature_1949 (mu = -0.2429) | None                       | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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

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

## TOP Solutions

Required sparsity = 5

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

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

## Overview of discovered features for TOP solutions:

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


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

 - 0 missed true support features:
   []

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


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

| Index | component_0                | component_1                | component_2                | component_3                 | component_4                | component_5                 | component_6                 | component_7                | component_8                 | component_9                 | component_10               | component_11                |
| _____ | __________________________ | __________________________ | __________________________ | ___________________________ | __________________________ | ___________________________ | ___________________________ | __________________________ | ___________________________ | ___________________________ | __________________________ | ___________________________ |
| 0     | feature_899 (mu = -1.6718) | feature_178 (mu = -1.6369) | feature_999 (mu = 1.4162)  | feature_899 (mu = -1.3317)  | feature_1676 (mu = 1.6376) | feature_1949 (mu = 1.3034)  | feature_1522 (mu = -1.3634) | feature_1545 (mu = 2.5616) | feature_1676 (mu = -1.9906) | feature_741 (mu = -1.4497)  | feature_1470 (mu = 1.7352) | feature_178 (mu = 1.6825)   |
| 1     | feature_741 (mu = 1.0198)  | feature_365 (mu = -1.4863) | feature_178 (mu = -1.0586) | feature_999 (mu = 1.2218)   | feature_999 (mu = -1.4395) | feature_365 (mu = 1.0099)   | feature_1676 (mu = -1.1533) | feature_1470 (mu = 1.5297) | feature_1949 (mu = 1.7890)  | feature_1470 (mu = -1.3256) | feature_899 (mu = 1.5762)  | feature_899 (mu = -1.1535)  |
| 2     | feature_365 (mu = -0.9776) | feature_741 (mu = 1.3843)  | feature_1051 (mu = 0.9956) | feature_1470 (mu = -0.9903) | feature_178 (mu = -1.2964) | feature_187 (mu = 0.9914)   | feature_741 (mu = -1.0811)  | feature_741 (mu = -1.3830) | feature_1051 (mu = 1.4130)  | feature_899 (mu = -1.2783)  | feature_1949 (mu = 1.0526) | feature_1051 (mu = -1.0633) |
| 3     | feature_1307 (mu = 0.9625) | feature_999 (mu = -1.0248) | feature_1949 (mu = 0.9932) | feature_741 (mu = -0.9159)  | feature_899 (mu = 0.9877)  | feature_1470 (mu = -0.8125) | feature_877 (mu = -0.9813)  | feature_1676 (mu = 1.2197) | feature_999 (mu = -0.4813)  | feature_1676 (mu = -1.1643) | feature_741 (mu = -0.8443) | feature_999 (mu = -0.6580)  |
| 4     | feature_1522 (mu = 0.8504) | feature_1051 (mu = 0.8926) | feature_187 (mu = -0.6220) | feature_1522 (mu = 0.7211)  | feature_1545 (mu = 0.8894) | feature_1522 (mu = 0.6329)  | feature_999 (mu = -0.8840)  | feature_866 (mu = 1.1639)  | feature_1470 (mu = -0.4721) | feature_866 (mu = 0.6835)   | feature_1545 (mu = 0.6635) | feature_1545 (mu = -0.5837) |


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       | 690.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 675.000 |
| 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             | 0.338   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 2.899   |

## 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']


 - 690 discovered features:
   ['feature_1', 'feature_100', 'feature_1001', 'feature_1002', 'feature_1006', 'feature_101', 'feature_1012', 'feature_1015', 'feature_1016', 'feature_1019', 'feature_102', 'feature_1024', 'feature_1026', 'feature_1028', 'feature_103', 'feature_1033', 'feature_1034', 'feature_1040', 'feature_1047', 'feature_1050', 'feature_1051', 'feature_1053', 'feature_1054', 'feature_1055', 'feature_1057', 'feature_1058', 'feature_106', 'feature_1063', 'feature_107', 'feature_1074', 'feature_1075', 'feature_1078', 'feature_1079', 'feature_1080', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1087', 'feature_1090', 'feature_1093', 'feature_1098', 'feature_1104', 'feature_1105', 'feature_1107', 'feature_1108', 'feature_1111', 'feature_1114', 'feature_1115', 'feature_1125', 'feature_113', 'feature_1130', 'feature_1132', 'feature_1133', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1148', 'feature_1155', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1164', 'feature_1169', 'feature_1170', 'feature_1172', 'feature_1173', 'feature_1174', 'feature_1175', 'feature_1179', 'feature_118', 'feature_1186', 'feature_1188', 'feature_1190', 'feature_1191', 'feature_1193', 'feature_12', 'feature_1202', 'feature_1205', 'feature_1212', 'feature_1217', 'feature_1222', 'feature_1223', 'feature_1226', 'feature_1227', 'feature_1232', 'feature_1234', 'feature_1237', 'feature_1242', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1252', 'feature_1253', 'feature_1255', 'feature_1256', 'feature_1258', 'feature_126', 'feature_1262', 'feature_1264', 'feature_127', 'feature_1275', 'feature_1277', 'feature_128', 'feature_1280', 'feature_1285', 'feature_1287', 'feature_1289', 'feature_1293', 'feature_1299', 'feature_1303', 'feature_1305', 'feature_1307', 'feature_1314', 'feature_1315', 'feature_1317', 'feature_1318', 'feature_1320', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1333', 'feature_1334', 'feature_1335', 'feature_1336', 'feature_134', 'feature_1344', 'feature_1345', 'feature_1349', 'feature_1354', 'feature_1357', 'feature_1360', 'feature_1364', 'feature_1366', 'feature_137', 'feature_1375', 'feature_1376', 'feature_1377', 'feature_1378', 'feature_1382', 'feature_1383', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1399', 'feature_1402', 'feature_1404', 'feature_1408', 'feature_1412', 'feature_1418', 'feature_1424', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1431', 'feature_1436', 'feature_1437', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1445', 'feature_1446', 'feature_1449', 'feature_145', 'feature_1452', 'feature_1456', 'feature_1457', 'feature_1460', 'feature_1461', 'feature_1463', 'feature_1464', 'feature_1469', 'feature_1470', 'feature_1474', 'feature_1476', 'feature_1478', 'feature_1479', 'feature_1480', 'feature_1481', 'feature_1483', 'feature_1485', 'feature_1491', 'feature_1497', 'feature_1498', 'feature_1500', 'feature_1502', 'feature_1504', 'feature_1505', 'feature_1508', 'feature_1513', 'feature_1515', 'feature_1516', 'feature_152', 'feature_1521', 'feature_1522', 'feature_154', 'feature_1542', 'feature_1545', 'feature_1547', 'feature_1552', 'feature_1553', 'feature_1555', 'feature_156', 'feature_1560', 'feature_1563', 'feature_1565', 'feature_1566', 'feature_1569', 'feature_1574', 'feature_1575', 'feature_1576', 'feature_158', 'feature_1583', 'feature_1584', 'feature_1587', 'feature_1589', 'feature_1590', 'feature_1591', 'feature_1593', 'feature_1595', 'feature_1598', 'feature_1599', 'feature_1601', 'feature_1603', 'feature_1608', 'feature_1611', 'feature_1612', 'feature_1614', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1621', 'feature_1626', 'feature_1628', 'feature_1630', 'feature_1632', 'feature_1640', 'feature_1642', 'feature_1647', 'feature_1648', 'feature_165', 'feature_1651', 'feature_1652', 'feature_1660', 'feature_1662', 'feature_1666', 'feature_1667', 'feature_167', 'feature_1673', 'feature_1676', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1685', 'feature_169', 'feature_1690', 'feature_1691', 'feature_1694', 'feature_1697', 'feature_1698', 'feature_1699', 'feature_17', 'feature_170', 'feature_1700', 'feature_1701', 'feature_1711', 'feature_1712', 'feature_1715', 'feature_1716', 'feature_1719', 'feature_172', 'feature_1720', 'feature_1721', 'feature_1723', 'feature_1726', 'feature_1728', 'feature_173', 'feature_1730', 'feature_1734', 'feature_1738', 'feature_1739', 'feature_1741', 'feature_1744', 'feature_1745', 'feature_175', 'feature_1752', 'feature_1758', 'feature_1760', 'feature_1761', 'feature_1762', 'feature_1766', 'feature_1770', 'feature_1771', 'feature_1777', 'feature_1778', 'feature_178', 'feature_1785', 'feature_1786', 'feature_179', 'feature_1791', 'feature_1796', 'feature_1797', 'feature_1799', 'feature_180', 'feature_1800', 'feature_1805', 'feature_1806', 'feature_1807', 'feature_1814', 'feature_1820', 'feature_1827', 'feature_1828', 'feature_183', 'feature_1830', 'feature_1835', 'feature_1844', 'feature_1845', 'feature_1849', 'feature_185', 'feature_1850', 'feature_1851', 'feature_1852', 'feature_1854', 'feature_1856', 'feature_1858', 'feature_186', 'feature_1864', 'feature_1866', 'feature_1869', 'feature_187', 'feature_1871', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1887', 'feature_1889', 'feature_1890', 'feature_1893', 'feature_1896', 'feature_1897', 'feature_1906', 'feature_1908', 'feature_1910', 'feature_1911', 'feature_1912', 'feature_1917', 'feature_1918', 'feature_1922', 'feature_1923', 'feature_1931', 'feature_1933', 'feature_1934', 'feature_1942', 'feature_1948', 'feature_1949', 'feature_1951', 'feature_1956', 'feature_1957', 'feature_1958', 'feature_1959', 'feature_1963', 'feature_197', 'feature_1970', 'feature_1971', 'feature_1974', 'feature_1975', 'feature_1978', 'feature_1984', 'feature_1985', 'feature_1986', 'feature_1989', 'feature_1990', 'feature_1991', 'feature_1994', 'feature_1995', 'feature_1996', 'feature_1998', 'feature_200', 'feature_206', 'feature_208', 'feature_21', 'feature_210', 'feature_215', 'feature_216', 'feature_219', 'feature_222', 'feature_23', 'feature_234', 'feature_235', 'feature_24', 'feature_241', 'feature_246', 'feature_248', 'feature_249', 'feature_25', 'feature_252', 'feature_255', 'feature_261', 'feature_269', 'feature_270', 'feature_271', 'feature_272', 'feature_273', 'feature_274', 'feature_276', 'feature_280', 'feature_281', 'feature_283', 'feature_284', 'feature_286', 'feature_287', 'feature_29', 'feature_290', 'feature_293', 'feature_296', 'feature_297', 'feature_3', 'feature_30', 'feature_301', 'feature_305', 'feature_306', 'feature_307', 'feature_312', 'feature_313', 'feature_318', 'feature_32', 'feature_320', 'feature_324', 'feature_325', 'feature_33', 'feature_34', 'feature_343', 'feature_344', 'feature_352', 'feature_354', 'feature_355', 'feature_357', 'feature_36', 'feature_363', 'feature_365', 'feature_366', 'feature_37', 'feature_370', 'feature_375', 'feature_376', 'feature_379', 'feature_381', 'feature_383', 'feature_385', 'feature_388', 'feature_396', 'feature_399', 'feature_40', 'feature_402', 'feature_404', 'feature_405', 'feature_407', 'feature_409', 'feature_415', 'feature_419', 'feature_42', 'feature_426', 'feature_429', 'feature_434', 'feature_435', 'feature_436', 'feature_44', 'feature_446', 'feature_448', 'feature_451', 'feature_454', 'feature_455', 'feature_459', 'feature_460', 'feature_463', 'feature_466', 'feature_467', 'feature_47', 'feature_470', 'feature_472', 'feature_475', 'feature_476', 'feature_478', 'feature_479', 'feature_482', 'feature_483', 'feature_486', 'feature_49', 'feature_490', 'feature_491', 'feature_494', 'feature_497', 'feature_50', 'feature_501', 'feature_502', 'feature_504', 'feature_507', 'feature_508', 'feature_521', 'feature_522', 'feature_525', 'feature_530', 'feature_531', 'feature_534', 'feature_535', 'feature_537', 'feature_54', 'feature_541', 'feature_543', 'feature_547', 'feature_548', 'feature_554', 'feature_557', 'feature_559', 'feature_564', 'feature_565', 'feature_569', 'feature_57', 'feature_570', 'feature_573', 'feature_574', 'feature_578', 'feature_580', 'feature_582', 'feature_585', 'feature_586', 'feature_587', 'feature_589', 'feature_596', 'feature_597', 'feature_598', 'feature_60', 'feature_602', 'feature_608', 'feature_620', 'feature_621', 'feature_622', 'feature_624', 'feature_625', 'feature_628', 'feature_630', 'feature_635', 'feature_636', 'feature_637', 'feature_640', 'feature_643', 'feature_649', 'feature_656', 'feature_657', 'feature_662', 'feature_67', 'feature_672', 'feature_678', 'feature_682', 'feature_688', 'feature_689', 'feature_69', 'feature_70', 'feature_700', 'feature_701', 'feature_705', 'feature_707', 'feature_709', 'feature_711', 'feature_714', 'feature_716', 'feature_718', 'feature_72', 'feature_721', 'feature_724', 'feature_727', 'feature_728', 'feature_732', 'feature_737', 'feature_738', 'feature_741', 'feature_744', 'feature_748', 'feature_749', 'feature_753', 'feature_756', 'feature_757', 'feature_758', 'feature_76', 'feature_760', 'feature_763', 'feature_766', 'feature_769', 'feature_77', 'feature_772', 'feature_773', 'feature_782', 'feature_783', 'feature_786', 'feature_788', 'feature_79', 'feature_790', 'feature_796', 'feature_797', 'feature_798', 'feature_8', 'feature_801', 'feature_806', 'feature_807', 'feature_811', 'feature_814', 'feature_815', 'feature_816', 'feature_820', 'feature_825', 'feature_83', 'feature_833', 'feature_84', 'feature_840', 'feature_841', 'feature_843', 'feature_844', 'feature_846', 'feature_847', 'feature_852', 'feature_854', 'feature_86', 'feature_861', 'feature_864', 'feature_865', 'feature_866', 'feature_870', 'feature_871', 'feature_872', 'feature_873', 'feature_875', 'feature_877', 'feature_88', 'feature_880', 'feature_882', 'feature_888', 'feature_889', 'feature_891', 'feature_892', 'feature_893', 'feature_896', 'feature_897', 'feature_899', 'feature_900', 'feature_904', 'feature_907', 'feature_908', 'feature_909', 'feature_911', 'feature_912', 'feature_913', 'feature_915', 'feature_922', 'feature_923', 'feature_925', 'feature_929', 'feature_933', 'feature_935', 'feature_936', 'feature_937', 'feature_942', 'feature_944', 'feature_946', 'feature_949', 'feature_95', 'feature_950', 'feature_951', 'feature_953', 'feature_954', 'feature_955', 'feature_956', 'feature_96', 'feature_968', 'feature_97', 'feature_972', 'feature_977', 'feature_98', 'feature_986', 'feature_987', 'feature_990', 'feature_992', 'feature_994', 'feature_999']

 - 0 missed true support features:
   []

 - 675 extra features found (not in true support):
   ['feature_1', 'feature_100', 'feature_1001', 'feature_1002', 'feature_1006', 'feature_101', 'feature_1012', 'feature_1015', 'feature_1016', 'feature_1019', 'feature_102', 'feature_1024', 'feature_1026', 'feature_1028', 'feature_103', 'feature_1033', 'feature_1034', 'feature_1040', 'feature_1047', 'feature_1050', 'feature_1053', 'feature_1054', 'feature_1055', 'feature_1057', 'feature_1058', 'feature_106', 'feature_1063', 'feature_107', 'feature_1074', 'feature_1075', 'feature_1078', 'feature_1079', 'feature_1080', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1087', 'feature_1090', 'feature_1093', 'feature_1098', 'feature_1104', 'feature_1105', 'feature_1107', 'feature_1108', 'feature_1111', 'feature_1114', 'feature_1115', 'feature_1125', 'feature_113', 'feature_1130', 'feature_1132', 'feature_1133', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1148', 'feature_1155', 'feature_1158', 'feature_1162', 'feature_1163', 'feature_1164', 'feature_1169', 'feature_1170', 'feature_1172', 'feature_1173', 'feature_1174', 'feature_1175', 'feature_1179', 'feature_118', 'feature_1186', 'feature_1188', 'feature_1190', 'feature_1191', 'feature_1193', 'feature_12', 'feature_1202', 'feature_1205', 'feature_1212', 'feature_1217', 'feature_1222', 'feature_1223', 'feature_1226', 'feature_1227', 'feature_1232', 'feature_1234', 'feature_1237', 'feature_1242', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1252', 'feature_1253', 'feature_1255', 'feature_1256', 'feature_1258', 'feature_126', 'feature_1262', 'feature_1264', 'feature_127', 'feature_1275', 'feature_1277', 'feature_128', 'feature_1280', 'feature_1285', 'feature_1287', 'feature_1289', 'feature_1293', 'feature_1299', 'feature_1303', 'feature_1305', 'feature_1314', 'feature_1315', 'feature_1317', 'feature_1318', 'feature_1320', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1333', 'feature_1334', 'feature_1335', 'feature_1336', 'feature_134', 'feature_1344', 'feature_1345', 'feature_1349', 'feature_1354', 'feature_1357', 'feature_1360', 'feature_1364', 'feature_1366', 'feature_137', 'feature_1375', 'feature_1376', 'feature_1377', 'feature_1378', 'feature_1382', 'feature_1383', 'feature_1386', 'feature_1392', 'feature_1393', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1399', 'feature_1402', 'feature_1404', 'feature_1408', 'feature_1412', 'feature_1418', 'feature_1424', 'feature_1429', 'feature_143', 'feature_1430', 'feature_1431', 'feature_1436', 'feature_1437', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1445', 'feature_1446', 'feature_1449', 'feature_145', 'feature_1452', 'feature_1456', 'feature_1457', 'feature_1460', 'feature_1461', 'feature_1463', 'feature_1464', 'feature_1469', 'feature_1474', 'feature_1476', 'feature_1478', 'feature_1479', 'feature_1480', 'feature_1481', 'feature_1483', 'feature_1485', 'feature_1491', 'feature_1497', 'feature_1498', 'feature_1500', 'feature_1502', 'feature_1504', 'feature_1505', 'feature_1508', 'feature_1513', 'feature_1515', 'feature_1516', 'feature_152', 'feature_1521', 'feature_154', 'feature_1542', 'feature_1547', 'feature_1552', 'feature_1553', 'feature_1555', 'feature_156', 'feature_1560', 'feature_1563', 'feature_1565', 'feature_1566', 'feature_1569', 'feature_1574', 'feature_1575', 'feature_1576', 'feature_158', 'feature_1583', 'feature_1584', 'feature_1587', 'feature_1589', 'feature_1590', 'feature_1591', 'feature_1593', 'feature_1595', 'feature_1598', 'feature_1599', 'feature_1601', 'feature_1603', 'feature_1608', 'feature_1611', 'feature_1612', 'feature_1614', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1621', 'feature_1626', 'feature_1628', 'feature_1630', 'feature_1632', 'feature_1640', 'feature_1642', 'feature_1647', 'feature_1648', 'feature_165', 'feature_1651', 'feature_1652', 'feature_1660', 'feature_1662', 'feature_1666', 'feature_1667', 'feature_167', 'feature_1673', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1685', 'feature_169', 'feature_1690', 'feature_1691', 'feature_1694', 'feature_1697', 'feature_1698', 'feature_1699', 'feature_17', 'feature_170', 'feature_1700', 'feature_1701', 'feature_1711', 'feature_1712', 'feature_1715', 'feature_1716', 'feature_1719', 'feature_172', 'feature_1720', 'feature_1721', 'feature_1723', 'feature_1726', 'feature_1728', 'feature_173', 'feature_1730', 'feature_1734', 'feature_1738', 'feature_1739', 'feature_1741', 'feature_1744', 'feature_1745', 'feature_175', 'feature_1752', 'feature_1758', 'feature_1760', 'feature_1761', 'feature_1762', 'feature_1766', 'feature_1770', 'feature_1771', 'feature_1777', 'feature_1778', 'feature_1785', 'feature_1786', 'feature_179', 'feature_1791', 'feature_1796', 'feature_1797', 'feature_1799', 'feature_180', 'feature_1800', 'feature_1805', 'feature_1806', 'feature_1807', 'feature_1814', 'feature_1820', 'feature_1827', 'feature_1828', 'feature_183', 'feature_1830', 'feature_1835', 'feature_1844', 'feature_1845', 'feature_1849', 'feature_185', 'feature_1850', 'feature_1851', 'feature_1852', 'feature_1854', 'feature_1856', 'feature_1858', 'feature_186', 'feature_1864', 'feature_1866', 'feature_1869', 'feature_1871', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1887', 'feature_1889', 'feature_1890', 'feature_1893', 'feature_1896', 'feature_1897', 'feature_1906', 'feature_1908', 'feature_1910', 'feature_1911', 'feature_1912', 'feature_1917', 'feature_1918', 'feature_1922', 'feature_1923', 'feature_1931', 'feature_1933', 'feature_1934', 'feature_1942', 'feature_1948', 'feature_1951', 'feature_1956', 'feature_1957', 'feature_1958', 'feature_1959', 'feature_1963', 'feature_197', 'feature_1970', 'feature_1971', 'feature_1974', 'feature_1975', 'feature_1978', 'feature_1984', 'feature_1985', 'feature_1986', 'feature_1989', 'feature_1990', 'feature_1991', 'feature_1994', 'feature_1995', 'feature_1996', 'feature_1998', 'feature_200', 'feature_206', 'feature_208', 'feature_21', 'feature_210', 'feature_215', 'feature_216', 'feature_219', 'feature_222', 'feature_23', 'feature_234', 'feature_235', 'feature_24', 'feature_241', 'feature_246', 'feature_248', 'feature_249', 'feature_25', 'feature_252', 'feature_255', 'feature_261', 'feature_269', 'feature_270', 'feature_271', 'feature_272', 'feature_273', 'feature_274', 'feature_276', 'feature_280', 'feature_281', 'feature_283', 'feature_284', 'feature_286', 'feature_287', 'feature_29', 'feature_290', 'feature_293', 'feature_296', 'feature_297', 'feature_3', 'feature_30', 'feature_301', 'feature_305', 'feature_306', 'feature_307', 'feature_312', 'feature_313', 'feature_318', 'feature_32', 'feature_320', 'feature_324', 'feature_325', 'feature_33', 'feature_34', 'feature_343', 'feature_344', 'feature_352', 'feature_354', 'feature_355', 'feature_357', 'feature_36', 'feature_363', 'feature_366', 'feature_37', 'feature_370', 'feature_375', 'feature_376', 'feature_379', 'feature_381', 'feature_383', 'feature_385', 'feature_388', 'feature_396', 'feature_399', 'feature_40', 'feature_402', 'feature_404', 'feature_405', 'feature_407', 'feature_409', 'feature_415', 'feature_419', 'feature_42', 'feature_426', 'feature_429', 'feature_434', 'feature_435', 'feature_436', 'feature_44', 'feature_446', 'feature_448', 'feature_451', 'feature_454', 'feature_455', 'feature_459', 'feature_460', 'feature_463', 'feature_466', 'feature_467', 'feature_47', 'feature_470', 'feature_472', 'feature_475', 'feature_476', 'feature_478', 'feature_479', 'feature_482', 'feature_483', 'feature_486', 'feature_49', 'feature_490', 'feature_491', 'feature_494', 'feature_497', 'feature_50', 'feature_501', 'feature_502', 'feature_504', 'feature_507', 'feature_508', 'feature_521', 'feature_522', 'feature_525', 'feature_530', 'feature_531', 'feature_534', 'feature_535', 'feature_537', 'feature_54', 'feature_541', 'feature_543', 'feature_547', 'feature_548', 'feature_554', 'feature_557', 'feature_559', 'feature_564', 'feature_565', 'feature_569', 'feature_57', 'feature_570', 'feature_573', 'feature_574', 'feature_578', 'feature_580', 'feature_582', 'feature_585', 'feature_586', 'feature_587', 'feature_589', 'feature_596', 'feature_597', 'feature_598', 'feature_60', 'feature_602', 'feature_608', 'feature_620', 'feature_621', 'feature_622', 'feature_624', 'feature_625', 'feature_628', 'feature_630', 'feature_635', 'feature_636', 'feature_637', 'feature_640', 'feature_643', 'feature_649', 'feature_656', 'feature_657', 'feature_662', 'feature_67', 'feature_672', 'feature_678', 'feature_682', 'feature_688', 'feature_689', 'feature_69', 'feature_70', 'feature_700', 'feature_701', 'feature_705', 'feature_707', 'feature_709', 'feature_711', 'feature_714', 'feature_716', 'feature_718', 'feature_72', 'feature_721', 'feature_724', 'feature_727', 'feature_728', 'feature_732', 'feature_737', 'feature_738', 'feature_744', 'feature_748', 'feature_749', 'feature_753', 'feature_756', 'feature_757', 'feature_758', 'feature_76', 'feature_760', 'feature_763', 'feature_766', 'feature_769', 'feature_77', 'feature_772', 'feature_773', 'feature_782', 'feature_783', 'feature_786', 'feature_788', 'feature_79', 'feature_790', 'feature_796', 'feature_797', 'feature_798', 'feature_8', 'feature_801', 'feature_806', 'feature_807', 'feature_811', 'feature_814', 'feature_815', 'feature_816', 'feature_820', 'feature_825', 'feature_83', 'feature_833', 'feature_84', 'feature_840', 'feature_841', 'feature_843', 'feature_844', 'feature_846', 'feature_847', 'feature_852', 'feature_854', 'feature_86', 'feature_861', 'feature_864', 'feature_865', 'feature_870', 'feature_871', 'feature_872', 'feature_873', 'feature_875', 'feature_88', 'feature_880', 'feature_882', 'feature_888', 'feature_889', 'feature_891', 'feature_892', 'feature_893', 'feature_896', 'feature_897', 'feature_900', 'feature_904', 'feature_907', 'feature_908', 'feature_909', 'feature_911', 'feature_912', 'feature_913', 'feature_915', 'feature_922', 'feature_923', 'feature_925', 'feature_929', 'feature_933', 'feature_935', 'feature_936', 'feature_937', 'feature_942', 'feature_944', 'feature_946', 'feature_949', 'feature_95', 'feature_950', 'feature_951', 'feature_953', 'feature_954', 'feature_955', 'feature_956', 'feature_96', 'feature_968', 'feature_97', 'feature_972', 'feature_977', 'feature_98', 'feature_986', 'feature_987', 'feature_990', 'feature_992', 'feature_994']


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_899 (mu = -1.6718)  | feature_178 (mu = -1.6369)  | feature_999 (mu = 1.4162)   | feature_899 (mu = -1.3317)  | feature_1676 (mu = 1.6376)  | feature_1949 (mu = 1.3034)  | feature_1522 (mu = -1.3634) | feature_1545 (mu = 2.5616)  | feature_1676 (mu = -1.9906) | feature_741 (mu = -1.4497)  | feature_1470 (mu = 1.7352)  | feature_178 (mu = 1.6825)   |
| 1     | feature_741 (mu = 1.0198)   | feature_365 (mu = -1.4863)  | feature_178 (mu = -1.0586)  | feature_999 (mu = 1.2218)   | feature_999 (mu = -1.4395)  | feature_365 (mu = 1.0099)   | feature_1676 (mu = -1.1533) | feature_1470 (mu = 1.5297)  | feature_1949 (mu = 1.7890)  | feature_1470 (mu = -1.3256) | feature_899 (mu = 1.5762)   | feature_899 (mu = -1.1535)  |
| 2     | feature_365 (mu = -0.9776)  | feature_741 (mu = 1.3843)   | feature_1051 (mu = 0.9956)  | feature_1470 (mu = -0.9903) | feature_178 (mu = -1.2964)  | feature_187 (mu = 0.9914)   | feature_741 (mu = -1.0811)  | feature_741 (mu = -1.3830)  | feature_1051 (mu = 1.4130)  | feature_899 (mu = -1.2783)  | feature_1949 (mu = 1.0526)  | feature_1051 (mu = -1.0633) |
| 3     | feature_1307 (mu = 0.9625)  | feature_999 (mu = -1.0248)  | feature_1949 (mu = 0.9932)  | feature_741 (mu = -0.9159)  | feature_899 (mu = 0.9877)   | feature_1470 (mu = -0.8125) | feature_877 (mu = -0.9813)  | feature_1676 (mu = 1.2197)  | feature_999 (mu = -0.4813)  | feature_1676 (mu = -1.1643) | feature_741 (mu = -0.8443)  | feature_999 (mu = -0.6580)  |
| 4     | feature_1522 (mu = 0.8504)  | feature_1051 (mu = 0.8926)  | feature_187 (mu = -0.6220)  | feature_1522 (mu = 0.7211)  | feature_1545 (mu = 0.8894)  | feature_1522 (mu = 0.6329)  | feature_999 (mu = -0.8840)  | feature_866 (mu = 1.1639)   | feature_1470 (mu = -0.4721) | feature_866 (mu = 0.6835)   | feature_1545 (mu = 0.6635)  | feature_1545 (mu = -0.5837) |
| 5     | feature_1545 (mu = -0.8307) | feature_1522 (mu = 0.8896)  | feature_1522 (mu = 0.5928)  | feature_1307 (mu = 0.4984)  | feature_187 (mu = 0.7473)   | feature_1051 (mu = -0.6262) | feature_365 (mu = 0.8709)   | feature_1307 (mu = -1.1003) | feature_178 (mu = 0.4666)   | feature_1949 (mu = 0.6442)  | feature_1676 (mu = 0.6250)  | feature_1307 (mu = 0.5801)  |
| 6     | feature_178 (mu = -0.6203)  | feature_877 (mu = 0.7917)   | feature_1676 (mu = -0.5032) | feature_1545 (mu = -0.4480) | feature_1522 (mu = -0.5265) | feature_1545 (mu = -0.6056) | feature_1470 (mu = -0.6468) | feature_1051 (mu = -1.0310) | feature_1545 (mu = -0.4613) | feature_178 (mu = 0.5742)   | feature_365 (mu = -0.5685)  | feature_1949 (mu = 0.5207)  |
| 7     | feature_866 (mu = 0.5333)   | feature_1307 (mu = 0.7443)  | feature_1307 (mu = -0.4989) | feature_866 (mu = 0.2774)   | feature_365 (mu = 0.4445)   | feature_866 (mu = 0.4979)   | feature_899 (mu = 0.6148)   | feature_187 (mu = 0.7848)   | feature_899 (mu = 0.4354)   | feature_187 (mu = 0.4507)   | feature_187 (mu = 0.3640)   | feature_187 (mu = 0.4857)   |
| 8     | feature_999 (mu = -0.4642)  | feature_1949 (mu = 0.4978)  | feature_866 (mu = 0.3745)   | feature_365 (mu = 0.2173)   | feature_741 (mu = 0.2832)   | feature_1307 (mu = -0.4674) | feature_1949 (mu = 0.5936)  | feature_178 (mu = -0.6812)  | feature_1307 (mu = 0.3937)  | feature_365 (mu = 0.3620)   | feature_999 (mu = 0.3514)   | feature_866 (mu = 0.4676)   |
| 9     | feature_1051 (mu = -0.3723) | feature_1676 (mu = 0.4639)  | feature_1470 (mu = -0.2643) | feature_1949 (mu = 0.1704)  | feature_1470 (mu = -0.2724) | feature_178 (mu = -0.4087)  | feature_187 (mu = -0.5868)  | feature_1949 (mu = -0.5955) | feature_187 (mu = -0.3536)  | feature_1051 (mu = 0.3300)  | feature_1051 (mu = -0.2478) | feature_1470 (mu = 0.4606)  |
| 10    | feature_1676 (mu = 0.3541)  | feature_187 (mu = 0.2607)   | feature_899 (mu = 0.2620)   | feature_1051 (mu = 0.1080)  | feature_1949 (mu = 0.2604)  | feature_999 (mu = -0.3825)  | feature_866 (mu = 0.3016)   | feature_1522 (mu = -0.3585) | feature_1522 (mu = -0.3459) | feature_1545 (mu = -0.2015) | feature_1522 (mu = -0.2396) | feature_365 (mu = -0.4025)  |
| 11    | feature_877 (mu = 0.3056)   | feature_1470 (mu = 0.2294)  | feature_877 (mu = 0.2104)   | feature_1619 (mu = 0.0838)  | feature_877 (mu = -0.1128)  | feature_741 (mu = -0.2552)  | feature_178 (mu = -0.2937)  | feature_899 (mu = 0.3148)   | feature_365 (mu = -0.2323)  | feature_1522 (mu = 0.1817)  | feature_1307 (mu = 0.1881)  | feature_1522 (mu = 0.3467)  |
| 12    | feature_1470 (mu = 0.2856)  | feature_1878 (mu = 0.1505)  | feature_365 (mu = 0.1781)   | feature_187 (mu = -0.0825)  | feature_1287 (mu = 0.1063)  | feature_899 (mu = -0.2357)  | feature_1051 (mu = 0.2632)  | feature_999 (mu = 0.1289)   | feature_100 (mu = 0.1404)   | feature_1307 (mu = 0.1457)  | feature_178 (mu = -0.1368)  | feature_1676 (mu = -0.2026) |
| 13    | feature_1949 (mu = -0.2429) | feature_586 (mu = -0.1398)  | feature_1545 (mu = 0.1345)  | feature_178 (mu = -0.0819)  | feature_1975 (mu = 0.0983)  | feature_1676 (mu = -0.1889) | feature_1307 (mu = 0.1472)  | feature_1565 (mu = -0.1099) | feature_866 (mu = -0.0798)  | feature_999 (mu = 0.1180)   | feature_399 (mu = 0.0626)   | feature_478 (mu = -0.1538)  |
| 14    | feature_168 (mu = 0.1327)   | feature_1931 (mu = 0.1365)  | feature_1575 (mu = -0.0956) | feature_877 (mu = 0.0780)   | feature_1844 (mu = -0.0936) | feature_877 (mu = 0.1319)   | feature_1299 (mu = -0.1125) | feature_543 (mu = -0.1055)  | feature_1616 (mu = 0.0644)  | feature_877 (mu = 0.0913)   | feature_168 (mu = -0.0587)  | feature_1324 (mu = -0.1351) |
| 15    | feature_246 (mu = 0.1129)   | feature_70 (mu = -0.1342)   | feature_741 (mu = -0.0883)  | feature_1324 (mu = -0.0671) | feature_1051 (mu = -0.0934) | feature_1158 (mu = 0.0792)  | feature_1745 (mu = -0.0840) | feature_1140 (mu = 0.1029)  | feature_168 (mu = 0.0625)   | feature_1844 (mu = 0.0677)  | feature_1287 (mu = 0.0575)  | feature_1287 (mu = -0.1146) |
| 16    | feature_241 (mu = -0.1114)  | feature_1545 (mu = -0.1320) | feature_678 (mu = 0.0658)   | feature_208 (mu = 0.0655)   | feature_235 (mu = 0.0925)   | feature_399 (mu = -0.0768)  | feature_1436 (mu = 0.0808)  | feature_1844 (mu = -0.1015) | feature_179 (mu = 0.0624)   | feature_749 (mu = -0.0657)  | feature_494 (mu = -0.0525)  | feature_1616 (mu = 0.1128)  |
| 17    | feature_1324 (mu = -0.1067) | feature_1498 (mu = -0.1306) | feature_208 (mu = 0.0640)   | feature_501 (mu = -0.0632)  | feature_1143 (mu = -0.0908) | feature_1648 (mu = -0.0763) | feature_357 (mu = 0.0790)   | feature_235 (mu = 0.0987)   | feature_844 (mu = -0.0592)  | feature_1324 (mu = -0.0637) | feature_640 (mu = -0.0517)  | feature_168 (mu = 0.1078)   |
| 18    | feature_208 (mu = 0.1009)   | feature_1678 (mu = 0.1261)  | feature_637 (mu = -0.0639)  | feature_580 (mu = -0.0627)  | feature_1446 (mu = 0.0904)  | feature_534 (mu = 0.0745)   | feature_1357 (mu = -0.0781) | feature_312 (mu = -0.0964)  | feature_620 (mu = -0.0583)  | feature_543 (mu = 0.0621)   | feature_636 (mu = -0.0515)  | feature_877 (mu = 0.1056)   |
| 19    | feature_880 (mu = -0.0998)  | feature_1173 (mu = -0.1243) | feature_1785 (mu = 0.0623)  | feature_1690 (mu = -0.0622) | feature_559 (mu = 0.0873)   | feature_415 (mu = 0.0735)   | feature_107 (mu = 0.0767)   | feature_1324 (mu = 0.0945)  | feature_1590 (mu = 0.0530)  | feature_219 (mu = -0.0609)  | feature_1616 (mu = -0.0497) | feature_806 (mu = -0.1055)  |
| 20    | feature_490 (mu = -0.0997)  | feature_1890 (mu = -0.1224) | feature_628 (mu = -0.0620)  | feature_1770 (mu = 0.0613)  | feature_1565 (mu = -0.0859) | feature_1690 (mu = -0.0707) | feature_67 (mu = 0.0754)    | feature_388 (mu = -0.0936)  | feature_1324 (mu = -0.0529) | feature_269 (mu = 0.0601)   | feature_1933 (mu = 0.0495)  | feature_399 (mu = -0.1024)  |
| 21    | feature_402 (mu = -0.0984)  | feature_208 (mu = 0.1199)   | feature_1711 (mu = -0.0610) | feature_83 (mu = 0.0610)    | feature_106 (mu = -0.0855)  | feature_478 (mu = -0.0656)  | feature_125 (mu = 0.0743)   | feature_1698 (mu = 0.0935)  | feature_1565 (mu = 0.0529)  | feature_399 (mu = -0.0595)  | feature_286 (mu = -0.0486)  | feature_1690 (mu = -0.0965) |
| 22    | feature_219 (mu = -0.0978)  | feature_1344 (mu = 0.1186)  | feature_1314 (mu = -0.0608) | feature_1223 (mu = -0.0610) | feature_621 (mu = -0.0840)  | feature_570 (mu = 0.0656)   | feature_463 (mu = -0.0732)  | feature_580 (mu = 0.0931)   | feature_1079 (mu = 0.0529)  | feature_388 (mu = 0.0586)   | feature_1844 (mu = -0.0472) | feature_83 (mu = 0.0921)    |
| 23    | feature_1910 (mu = 0.0970)  | feature_548 (mu = -0.1185)  | feature_711 (mu = 0.0589)   | feature_1321 (mu = -0.0603) | feature_491 (mu = 0.0828)   | feature_70 (mu = 0.0638)    | feature_1565 (mu = -0.0726) | feature_1287 (mu = 0.0931)  | feature_1621 (mu = 0.0529)  | feature_1590 (mu = 0.0574)  | feature_83 (mu = -0.0471)   | feature_972 (mu = -0.0916)  |
| 24    | feature_1616 (mu = 0.0945)  | feature_455 (mu = 0.1163)   | feature_197 (mu = -0.0581)  | feature_1856 (mu = -0.0596) | feature_1249 (mu = -0.0826) | feature_1444 (mu = -0.0619) | feature_1402 (mu = -0.0724) | feature_1436 (mu = 0.0885)  | feature_806 (mu = -0.0508)  | feature_728 (mu = 0.0554)   | feature_76 (mu = -0.0467)   | feature_1738 (mu = 0.0909)  |
| 25    | feature_83 (mu = 0.0928)    | feature_125 (mu = -0.1159)  | feature_1996 (mu = -0.0577) | feature_1305 (mu = -0.0594) | feature_866 (mu = -0.0815)  | feature_1424 (mu = -0.0616) | feature_1491 (mu = 0.0720)  | feature_95 (mu = -0.0883)   | feature_559 (mu = -0.0503)  | feature_1616 (mu = 0.0547)  | feature_937 (mu = -0.0466)  | feature_1001 (mu = -0.0898) |
| 26    | feature_922 (mu = -0.0917)  | feature_284 (mu = -0.1139)  | feature_379 (mu = -0.0575)  | feature_79 (mu = -0.0584)   | feature_388 (mu = -0.0813)  | feature_880 (mu = -0.0609)  | feature_1797 (mu = -0.0708) | feature_1249 (mu = -0.0873) | feature_1574 (mu = 0.0499)  | feature_479 (mu = 0.0545)   | feature_381 (mu = -0.0465)  | feature_1974 (mu = -0.0893) |
| 27    | feature_1912 (mu = 0.0911)  | feature_1481 (mu = -0.1130) | feature_435 (mu = 0.0568)   | feature_1699 (mu = 0.0582)  | feature_1075 (mu = 0.0811)  | feature_1996 (mu = -0.0609) | feature_1835 (mu = 0.0685)  | feature_1800 (mu = 0.0832)  | feature_1948 (mu = 0.0497)  | feature_1287 (mu = -0.0536) | feature_597 (mu = -0.0462)  | feature_814 (mu = 0.0876)   |
| 28    | feature_1890 (mu = -0.0897) | feature_106 (mu = -0.1125)  | feature_1404 (mu = 0.0568)  | feature_1786 (mu = 0.0576)  | feature_95 (mu = -0.0804)   | feature_635 (mu = 0.0606)   | feature_1335 (mu = -0.0675) | feature_530 (mu = -0.0828)  | feature_37 (mu = 0.0494)    | feature_1910 (mu = 0.0530)  | feature_252 (mu = 0.0459)   | feature_1711 (mu = -0.0874) |
| 29    | feature_1575 (mu = -0.0882) | feature_1446 (mu = 0.1118)  | feature_385 (mu = -0.0567)  | feature_170 (mu = -0.0565)  | feature_1620 (mu = -0.0804) | feature_1956 (mu = 0.0604)  | feature_50 (mu = 0.0668)    | feature_1440 (mu = 0.0827)  | feature_170 (mu = -0.0493)  | feature_871 (mu = 0.0526)   | feature_200 (mu = -0.0454)  | feature_635 (mu = 0.0871)   |
| 30    | feature_628 (mu = -0.0878)  | feature_888 (mu = -0.1109)  | feature_1354 (mu = 0.0565)  | feature_1085 (mu = -0.0557) | feature_1307 (mu = -0.0781) | feature_1728 (mu = 0.0604)  | feature_1293 (mu = 0.0667)  | feature_1463 (mu = -0.0826) | feature_1547 (mu = 0.0492)  | feature_1085 (mu = -0.0520) | feature_1948 (mu = -0.0450) | feature_844 (mu = -0.0858)  |
| 31    | feature_1856 (mu = -0.0874) | feature_649 (mu = -0.1102)  | feature_183 (mu = 0.0564)   | feature_1366 (mu = 0.0557)  | feature_724 (mu = -0.0778)  | feature_170 (mu = -0.0602)  | feature_1852 (mu = -0.0657) | feature_716 (mu = 0.0819)   | feature_165 (mu = -0.0490)  | feature_1690 (mu = -0.0513) | feature_1175 (mu = -0.0448) | feature_173 (mu = -0.0853)  |
| 32    | feature_1001 (mu = -0.0865) | feature_897 (mu = -0.1090)  | feature_1752 (mu = -0.0559) | feature_1440 (mu = -0.0556) | feature_1335 (mu = -0.0758) | feature_1984 (mu = -0.0598) | feature_1652 (mu = -0.0654) | feature_724 (mu = -0.0808)  | feature_1933 (mu = -0.0486) | feature_1620 (mu = 0.0512)  | feature_946 (mu = -0.0437)  | feature_598 (mu = -0.0846)  |
| 33    | feature_1440 (mu = -0.0858) | feature_1716 (mu = 0.1067)  | feature_1906 (mu = 0.0556)  | feature_77 (mu = 0.0551)    | feature_1796 (mu = 0.0755)  | feature_219 (mu = -0.0596)  | feature_1986 (mu = -0.0652) | feature_1366 (mu = -0.0789) | feature_737 (mu = -0.0485)  | feature_70 (mu = 0.0508)    | feature_1262 (mu = -0.0436) | feature_1445 (mu = -0.0844) |
| 34    | feature_1033 (mu = -0.0854) | feature_748 (mu = -0.1063)  | feature_707 (mu = 0.0555)   | feature_296 (mu = 0.0549)   | feature_543 (mu = -0.0752)  | feature_1205 (mu = -0.0594) | feature_1172 (mu = 0.0647)  | feature_972 (mu = 0.0783)   | feature_1599 (mu = 0.0485)  | feature_758 (mu = -0.0501)  | feature_47 (mu = 0.0430)    | feature_1408 (mu = -0.0840) |
| 35    | feature_501 (mu = -0.0848)  | feature_376 (mu = 0.1060)   | feature_865 (mu = 0.0555)   | feature_1648 (mu = -0.0548) | feature_1349 (mu = -0.0732) | feature_24 (mu = 0.0585)    | feature_1333 (mu = -0.0634) | feature_270 (mu = -0.0778)  | feature_1690 (mu = -0.0483) | feature_173 (mu = -0.0498)  | feature_732 (mu = -0.0429)  | feature_312 (mu = 0.0839)   |
| 36    | feature_1547 (mu = 0.0845)  | feature_1786 (mu = 0.1059)  | feature_1673 (mu = -0.0545) | feature_1883 (mu = -0.0541) | feature_630 (mu = 0.0729)   | feature_114 (mu = 0.0579)   | feature_1285 (mu = -0.0633) | feature_1163 (mu = 0.0778)  | feature_494 (mu = 0.0474)   | feature_972 (mu = -0.0493)  | feature_753 (mu = -0.0421)  | feature_49 (mu = 0.0839)    |
| 37    | feature_1690 (mu = -0.0835) | feature_1560 (mu = -0.1044) | feature_769 (mu = 0.0537)   | feature_402 (mu = -0.0538)  | feature_179 (mu = -0.0728)  | feature_911 (mu = -0.0577)  | feature_820 (mu = 0.0633)   | feature_313 (mu = -0.0778)  | feature_29 (mu = -0.0474)   | feature_541 (mu = 0.0492)   | feature_1212 (mu = -0.0419) | feature_269 (mu = 0.0831)   |
| 38    | feature_972 (mu = -0.0830)  | feature_1923 (mu = 0.1038)  | feature_1844 (mu = -0.0537) | feature_574 (mu = 0.0538)   | feature_502 (mu = 0.0726)   | feature_1252 (mu = -0.0577) | feature_622 (mu = -0.0632)  | feature_1483 (mu = 0.0764)  | feature_49 (mu = 0.0474)    | feature_1040 (mu = 0.0491)  | feature_882 (mu = -0.0418)  | feature_946 (mu = 0.0823)   |
| 39    | feature_640 (mu = 0.0830)   | feature_1057 (mu = 0.1030)  | feature_1608 (mu = -0.0529) | feature_635 (mu = 0.0537)   | feature_1595 (mu = -0.0724) | feature_296 (mu = 0.0576)   | feature_216 (mu = -0.0631)  | feature_1349 (mu = -0.0761) | feature_1614 (mu = -0.0472) | feature_954 (mu = 0.0490)   | feature_1628 (mu = 0.0416)  | feature_1440 (mu = -0.0818) |
| 40    | feature_455 (mu = 0.0823)   | feature_222 (mu = 0.1027)   | feature_521 (mu = 0.0529)   | feature_1179 (mu = -0.0527) | feature_325 (mu = 0.0719)   | feature_1321 (mu = -0.0569) | feature_1429 (mu = -0.0629) | feature_892 (mu = -0.0760)  | feature_344 (mu = -0.0472)  | feature_922 (mu = -0.0489)  | feature_1479 (mu = -0.0414) | feature_534 (mu = 0.0817)   |
| 41    | feature_1108 (mu = 0.0820)  | feature_1483 (mu = 0.1025)  | feature_1698 (mu = 0.0528)  | feature_1908 (mu = 0.0526)  | feature_1439 (mu = 0.0716)  | feature_1957 (mu = -0.0569) | feature_128 (mu = 0.0620)   | feature_1599 (mu = -0.0753) | feature_728 (mu = 0.0471)   | feature_283 (mu = 0.0480)   | feature_206 (mu = -0.0414)  | feature_1223 (mu = -0.0817) |
| 42    | feature_1918 (mu = 0.0814)  | feature_1087 (mu = 0.1017)  | feature_1047 (mu = 0.0526)  | feature_598 (mu = -0.0524)  | feature_1971 (mu = -0.0711) | feature_1856 (mu = -0.0566) | feature_798 (mu = 0.0615)   | feature_1616 (mu = -0.0748) | feature_219 (mu = -0.0468)  | feature_343 (mu = -0.0479)  | feature_871 (mu = -0.0414)  | feature_1948 (mu = 0.0816)  |
| 43    | feature_1130 (mu = -0.0807) | feature_721 (mu = 0.1016)   | feature_763 (mu = 0.0522)   | feature_383 (mu = 0.0522)   | feature_478 (mu = 0.0710)   | feature_1500 (mu = -0.0562) | feature_86 (mu = -0.0613)   | feature_946 (mu = -0.0748)  | feature_1078 (mu = 0.0467)  | feature_847 (mu = 0.0478)   | feature_170 (mu = 0.0410)   | feature_1910 (mu = 0.0814)  |
| 44    | feature_354 (mu = 0.0803)   | feature_1989 (mu = 0.1014)  | feature_1408 (mu = -0.0520) | feature_1140 (mu = -0.0521) | feature_904 (mu = -0.0709)  | feature_60 (mu = -0.0557)   | feature_1083 (mu = 0.0610)  | feature_801 (mu = -0.0745)  | feature_580 (mu = -0.0464)  | feature_531 (mu = -0.0477)  | feature_573 (mu = -0.0410)  | feature_29 (mu = -0.0810)   |
| 45    | feature_1086 (mu = -0.0801) | feature_521 (mu = 0.1008)   | feature_1377 (mu = 0.0517)  | feature_1587 (mu = 0.0520)  | feature_955 (mu = -0.0708)  | feature_88 (mu = -0.0556)   | feature_1148 (mu = -0.0607) | feature_521 (mu = 0.0744)   | feature_946 (mu = 0.0462)   | feature_261 (mu = 0.0476)   | feature_554 (mu = -0.0410)  | feature_501 (mu = -0.0807)  |
| 46    | feature_1173 (mu = -0.0799) | feature_1806 (mu = -0.0997) | feature_1 (mu = -0.0516)    | feature_711 (mu = 0.0511)   | feature_700 (mu = -0.0708)  | feature_241 (mu = -0.0552)  | feature_1612 (mu = 0.0596)  | feature_893 (mu = 0.0740)   | feature_1315 (mu = -0.0459) | feature_307 (mu = -0.0470)  | feature_1730 (mu = 0.0409)  | feature_208 (mu = 0.0806)   |
| 47    | feature_301 (mu = -0.0798)  | feature_297 (mu = 0.0995)   | feature_935 (mu = 0.0516)   | feature_1995 (mu = 0.0511)  | feature_1998 (mu = -0.0704) | feature_21 (mu = 0.0551)    | feature_953 (mu = -0.0592)  | feature_143 (mu = 0.0738)   | feature_363 (mu = 0.0459)   | feature_1598 (mu = -0.0469) | feature_1058 (mu = 0.0407)  | feature_1305 (mu = -0.0803) |
| 48    | feature_977 (mu = -0.0798)  | feature_1762 (mu = -0.0984) | feature_1083 (mu = -0.0511) | feature_640 (mu = 0.0510)   | feature_582 (mu = -0.0695)  | feature_1287 (mu = -0.0550) | feature_1115 (mu = 0.0591)  | feature_200 (mu = -0.0732)  | feature_578 (mu = -0.0458)  | feature_1012 (mu = 0.0465)  | feature_436 (mu = 0.0405)   | feature_840 (mu = -0.0802)  |
| 49    | feature_688 (mu = 0.0796)   | feature_1394 (mu = 0.0977)  | feature_451 (mu = -0.0509)  | feature_60 (mu = -0.0506)   | feature_1483 (mu = 0.0693)  | feature_1133 (mu = -0.0550) | feature_1234 (mu = -0.0587) | feature_472 (mu = -0.0731)  | feature_640 (mu = 0.0456)   | feature_1660 (mu = -0.0463) | feature_923 (mu = -0.0404)  | feature_1074 (mu = -0.0795) |
| 50    | feature_1887 (mu = 0.0796)  | feature_1170 (mu = 0.0975)  | feature_25 (mu = 0.0506)    | feature_490 (mu = -0.0503)  | feature_640 (mu = -0.0692)  | feature_168 (mu = 0.0549)   | feature_1277 (mu = -0.0585) | feature_1431 (mu = -0.0729) | feature_1287 (mu = -0.0454) | feature_1726 (mu = -0.0463) | feature_1647 (mu = -0.0403) | feature_1175 (mu = 0.0792)  |
| 51    | feature_872 (mu = 0.0796)   | feature_306 (mu = 0.0969)   | feature_249 (mu = 0.0505)   | feature_1093 (mu = 0.0503)  | feature_801 (mu = -0.0690)  | feature_508 (mu = 0.0547)   | feature_1202 (mu = 0.0580)  | feature_678 (mu = 0.0728)   | feature_1883 (mu = -0.0453) | feature_1075 (mu = -0.0463) | feature_1910 (mu = -0.0402) | feature_494 (mu = 0.0791)   |
| 52    | feature_1951 (mu = -0.0792) | feature_1456 (mu = 0.0968)  | feature_101 (mu = -0.0503)  | feature_1771 (mu = -0.0501) | feature_840 (mu = 0.0690)   | feature_1591 (mu = -0.0546) | feature_1697 (mu = 0.0571)  | feature_942 (mu = 0.0725)   | feature_34 (mu = 0.0452)    | feature_79 (mu = -0.0459)   | feature_1883 (mu = 0.0402)  | feature_1651 (mu = 0.0788)  |
| 53    | feature_363 (mu = 0.0790)   | feature_137 (mu = 0.0968)   | feature_1090 (mu = 0.0502)  | feature_167 (mu = 0.0495)   | feature_158 (mu = -0.0685)  | feature_1666 (mu = -0.0542) | feature_1866 (mu = -0.0570) | feature_434 (mu = -0.0722)  | feature_782 (mu = -0.0447)  | feature_814 (mu = 0.0458)   | feature_1324 (mu = 0.0392)  | feature_1679 (mu = 0.0787)  |
| 54    | feature_318 (mu = 0.0788)   | feature_559 (mu = 0.0959)   | feature_1186 (mu = -0.0499) | feature_537 (mu = -0.0493)  | feature_892 (mu = -0.0679)  | feature_766 (mu = -0.0533)  | feature_501 (mu = -0.0569)  | feature_1404 (mu = 0.0719)  | feature_543 (mu = 0.0447)   | feature_1881 (mu = -0.0458) | feature_672 (mu = -0.0391)  | feature_1912 (mu = 0.0787)  |
| 55    | feature_707 (mu = 0.0781)   | feature_44 (mu = -0.0948)   | feature_1770 (mu = 0.0498)  | feature_152 (mu = -0.0490)  | feature_873 (mu = 0.0678)   | feature_1958 (mu = -0.0532) | feature_1611 (mu = -0.0569) | feature_385 (mu = -0.0715)  | feature_912 (mu = 0.0447)   | feature_1217 (mu = 0.0458)  | feature_185 (mu = -0.0389)  | feature_252 (mu = -0.0782)  |
| 56    | feature_1461 (mu = 0.0781)  | feature_96 (mu = 0.0947)    | feature_60 (mu = -0.0498)   | feature_1293 (mu = 0.0482)  | feature_1958 (mu = 0.0675)  | feature_1712 (mu = 0.0531)  | feature_69 (mu = -0.0569)   | feature_307 (mu = 0.0709)   | feature_370 (mu = 0.0444)   | feature_1418 (mu = -0.0457) | feature_1252 (mu = 0.0386)  | feature_640 (mu = 0.0777)   |
| 57    | feature_1786 (mu = 0.0780)  | feature_587 (mu = -0.0942)  | feature_709 (mu = -0.0495)  | feature_1191 (mu = 0.0480)  | feature_1963 (mu = 0.0674)  | feature_1752 (mu = -0.0527) | feature_1479 (mu = -0.0565) | feature_816 (mu = -0.0709)  | feature_1516 (mu = -0.0443) | feature_714 (mu = -0.0457)  | feature_1457 (mu = -0.0383) | feature_1760 (mu = -0.0774) |
| 58    | feature_1761 (mu = 0.0775)  | feature_628 (mu = -0.0941)  | feature_1569 (mu = 0.0493)  | feature_100 (mu = 0.0479)   | feature_399 (mu = 0.0672)   | feature_1452 (mu = 0.0525)  | feature_1814 (mu = -0.0561) | feature_1569 (mu = 0.0707)  | feature_307 (mu = -0.0442)  | feature_383 (mu = 0.0456)   | feature_49 (mu = -0.0382)   | feature_1328 (mu = 0.0763)  |
| 59    | feature_234 (mu = 0.0775)   | feature_1354 (mu = 0.0940)  | feature_246 (mu = 0.0492)   | feature_241 (mu = -0.0479)  | feature_662 (mu = 0.0669)   | feature_1858 (mu = 0.0524)  | feature_3 (mu = 0.0557)     | feature_169 (mu = 0.0704)   | feature_206 (mu = 0.0434)   | feature_168 (mu = 0.0454)   | feature_479 (mu = -0.0379)  | feature_60 (mu = -0.0760)   |
| 60    | feature_1305 (mu = -0.0774) | feature_1744 (mu = -0.0940) | feature_508 (mu = 0.0491)   | feature_1107 (mu = 0.0478)  | feature_597 (mu = -0.0667)  | feature_756 (mu = 0.0524)   | feature_1055 (mu = -0.0557) | feature_933 (mu = 0.0701)   | feature_1807 (mu = 0.0434)  | feature_880 (mu = -0.0453)  | feature_806 (mu = 0.0379)   | feature_354 (mu = 0.0759)   |
| 61    | feature_1851 (mu = 0.0773)  | feature_324 (mu = -0.0938)  | feature_366 (mu = -0.0488)  | feature_1715 (mu = 0.0474)  | feature_972 (mu = 0.0667)   | feature_1785 (mu = 0.0523)  | feature_1642 (mu = 0.0555)  | feature_597 (mu = -0.0701)  | feature_534 (mu = 0.0433)   | feature_1827 (mu = -0.0450) | feature_1542 (mu = -0.0379) | feature_1883 (mu = -0.0758) |
| 62    | feature_296 (mu = 0.0770)   | feature_1632 (mu = 0.0937)  | feature_1460 (mu = -0.0486) | feature_1444 (mu = -0.0473) | feature_1449 (mu = 0.0666)  | feature_1845 (mu = -0.0521) | feature_1104 (mu = 0.0555)  | feature_1593 (mu = 0.0699)  | feature_1723 (mu = -0.0432) | feature_815 (mu = 0.0448)   | feature_126 (mu = -0.0378)  | feature_1828 (mu = -0.0758) |
| 63    | feature_1785 (mu = 0.0770)  | feature_1918 (mu = 0.0935)  | feature_875 (mu = 0.0485)   | feature_72 (mu = 0.0471)    | feature_1701 (mu = 0.0665)  | feature_57 (mu = -0.0517)   | feature_1553 (mu = -0.0554) | feature_483 (mu = -0.0689)  | feature_501 (mu = -0.0432)  | feature_1957 (mu = -0.0446) | feature_95 (mu = -0.0378)   | feature_1299 (mu = 0.0757)  |
| 64    | feature_29 (mu = -0.0768)   | feature_491 (mu = 0.0931)   | feature_721 (mu = 0.0485)   | feature_168 (mu = 0.0468)   | feature_1986 (mu = -0.0665) | feature_1399 (mu = 0.0517)  | feature_1850 (mu = -0.0552) | feature_399 (mu = 0.0689)   | feature_1881 (mu = -0.0428) | feature_1897 (mu = -0.0446) | feature_60 (mu = 0.0373)    | feature_1086 (mu = -0.0756) |
| 65    | feature_376 (mu = 0.0767)   | feature_1699 (mu = 0.0929)  | feature_1856 (mu = -0.0484) | feature_825 (mu = 0.0467)   | feature_716 (mu = 0.0662)   | feature_1614 (mu = -0.0515) | feature_79 (mu = -0.0551)   | feature_1978 (mu = 0.0683)  | feature_1711 (mu = -0.0427) | feature_987 (mu = -0.0444)  | feature_841 (mu = 0.0372)   | feature_749 (mu = -0.0752)  |
| 66    | feature_1222 (mu = -0.0762) | feature_134 (mu = -0.0928)  | feature_210 (mu = -0.0481)  | feature_479 (mu = 0.0466)   | feature_1685 (mu = -0.0658) | feature_564 (mu = 0.0512)   | feature_504 (mu = 0.0548)   | feature_621 (mu = -0.0683)  | feature_83 (mu = 0.0423)    | feature_354 (mu = 0.0444)   | feature_1289 (mu = 0.0370)  | feature_1033 (mu = -0.0752) |
| 67    | feature_1883 (mu = -0.0762) | feature_986 (mu = 0.0927)   | feature_1871 (mu = -0.0481) | feature_1667 (mu = -0.0466) | feature_1481 (mu = -0.0658) | feature_454 (mu = -0.0512)  | feature_718 (mu = 0.0545)   | feature_1398 (mu = -0.0682) | feature_1845 (mu = -0.0421) | feature_415 (mu = 0.0443)   | feature_1217 (mu = -0.0370) | feature_1575 (mu = -0.0747) |
| 68    | feature_1293 (mu = 0.0761)  | feature_271 (mu = 0.0919)   | feature_1616 (mu = 0.0480)  | feature_1614 (mu = -0.0463) | feature_1170 (mu = 0.0657)  | feature_407 (mu = 0.0507)   | feature_1364 (mu = -0.0543) | feature_179 (mu = -0.0682)  | feature_352 (mu = -0.0421)  | feature_1565 (mu = 0.0442)  | feature_154 (mu = -0.0369)  | feature_1975 (mu = -0.0746) |
| 69    | feature_17 (mu = 0.0759)    | feature_889 (mu = -0.0918)  | feature_170 (mu = -0.0478)  | feature_405 (mu = 0.0461)   | feature_1054 (mu = 0.0654)  | feature_1589 (mu = 0.0506)  | feature_956 (mu = -0.0541)  | feature_1190 (mu = -0.0677) | feature_1445 (mu = -0.0419) | feature_1033 (mu = -0.0442) | feature_172 (mu = 0.0369)   | feature_875 (mu = 0.0745)   |
| 70    | feature_1845 (mu = -0.0757) | feature_459 (mu = 0.0915)   | feature_1890 (mu = -0.0478) | feature_1001 (mu = -0.0461) | feature_1169 (mu = -0.0652) | feature_1217 (mu = 0.0505)  | feature_1015 (mu = 0.0538)  | feature_261 (mu = -0.0676)  | feature_1002 (mu = -0.0418) | feature_1375 (mu = -0.0440) | feature_1700 (mu = 0.0369)  | feature_628 (mu = -0.0743)  |
| 71    | feature_49 (mu = 0.0753)    | feature_1694 (mu = -0.0913) | feature_1258 (mu = -0.0477) | feature_880 (mu = -0.0458)  | feature_786 (mu = 0.0652)   | feature_1575 (mu = -0.0505) | feature_1990 (mu = 0.0538)  | feature_1258 (mu = -0.0676) | feature_246 (mu = 0.0416)   | feature_426 (mu = 0.0437)   | feature_951 (mu = -0.0368)  | feature_1869 (mu = 0.0743)  |
| 72    | feature_861 (mu = -0.0753)  | feature_1188 (mu = 0.0912)  | feature_306 (mu = 0.0476)   | feature_12 (mu = 0.0458)    | feature_968 (mu = -0.0648)  | feature_1805 (mu = 0.0502)  | feature_1057 (mu = 0.0538)  | feature_1971 (mu = -0.0673) | feature_929 (mu = 0.0414)   | feature_656 (mu = -0.0434)  | feature_113 (mu = 0.0367)   | feature_949 (mu = -0.0740)  |
| 73    | feature_1179 (mu = -0.0751) | feature_1502 (mu = 0.0910)  | feature_904 (mu = 0.0475)   | feature_154 (mu = 0.0456)   | feature_1889 (mu = 0.0646)  | feature_786 (mu = -0.0501)  | feature_1232 (mu = 0.0527)  | feature_404 (mu = 0.0672)   | feature_574 (mu = 0.0413)   | feature_1315 (mu = -0.0434) | feature_635 (mu = -0.0366)  | feature_1547 (mu = 0.0736)  |
| 74    | feature_60 (mu = -0.0749)   | feature_1555 (mu = -0.0909) | feature_738 (mu = 0.0475)   | feature_379 (mu = -0.0455)  | feature_375 (mu = -0.0641)  | feature_1376 (mu = -0.0500) | feature_1691 (mu = 0.0524)  | feature_806 (mu = 0.0663)   | feature_1133 (mu = -0.0412) | feature_908 (mu = -0.0433)  | feature_1728 (mu = -0.0365) | feature_1630 (mu = 0.0732)  |
| 75    | feature_1394 (mu = 0.0748)  | feature_925 (mu = 0.0907)   | feature_1114 (mu = -0.0473) | feature_1662 (mu = 0.0455)  | feature_847 (mu = -0.0640)  | feature_1227 (mu = -0.0499) | feature_1911 (mu = -0.0522) | feature_127 (mu = -0.0658)  | feature_801 (mu = 0.0411)   | feature_1698 (mu = -0.0428) | feature_620 (mu = 0.0365)   | feature_597 (mu = 0.0731)   |
| 76    | feature_1989 (mu = 0.0742)  | feature_175 (mu = 0.0906)   | feature_354 (mu = 0.0472)   | feature_219 (mu = -0.0455)  | feature_312 (mu = -0.0639)  | feature_662 (mu = -0.0499)  | feature_281 (mu = 0.0520)   | feature_1175 (mu = -0.0656) | feature_180 (mu = -0.0410)  | feature_17 (mu = 0.0428)    | feature_296 (mu = -0.0364)  | feature_1085 (mu = -0.0730) |
| 77    | feature_773 (mu = 0.0741)   | feature_25 (mu = 0.0904)    | feature_522 (mu = -0.0470)  | feature_1616 (mu = 0.0454)  | feature_1864 (mu = 0.0639)  | feature_955 (mu = 0.0497)   | feature_507 (mu = -0.0517)  | feature_30 (mu = -0.0655)   | feature_1603 (mu = 0.0409)  | feature_1143 (mu = 0.0427)  | feature_179 (mu = -0.0364)  | feature_1887 (mu = 0.0729)  |
| 78    | feature_1074 (mu = -0.0740) | feature_1322 (mu = 0.0903)  | feature_1280 (mu = 0.0469)  | feature_355 (mu = -0.0454)  | feature_534 (mu = -0.0638)  | feature_1392 (mu = 0.0494)  | feature_1741 (mu = 0.0516)  | feature_396 (mu = 0.0655)   | feature_714 (mu = -0.0409)  | feature_574 (mu = 0.0426)   | feature_1080 (mu = 0.0363)  | feature_741 (mu = 0.0728)   |
| 79    | feature_494 (mu = 0.0738)   | feature_1911 (mu = -0.0901) | feature_801 (mu = -0.0468)  | feature_608 (mu = 0.0454)   | feature_649 (mu = -0.0638)  | feature_1256 (mu = 0.0494)  | feature_42 (mu = 0.0515)    | feature_1480 (mu = 0.0651)  | feature_628 (mu = -0.0407)  | feature_724 (mu = 0.0426)   | feature_585 (mu = 0.0361)   | feature_172 (mu = -0.0728)  |
| 80    | feature_1396 (mu = -0.0736) | feature_152 (mu = -0.0900)  | feature_1715 (mu = 0.0468)  | feature_1720 (mu = -0.0454) | feature_1881 (mu = 0.0637)  | feature_215 (mu = 0.0493)   | feature_944 (mu = -0.0511)  | feature_1253 (mu = 0.0651)  | feature_1016 (mu = 0.0406)  | feature_1483 (mu = -0.0423) | feature_724 (mu = -0.0361)  | feature_1497 (mu = -0.0728) |
| 81    | feature_1323 (mu = -0.0734) | feature_1758 (mu = 0.0898)  | feature_557 (mu = -0.0467)  | feature_662 (mu = -0.0453)  | feature_466 (mu = 0.0637)   | feature_1835 (mu = 0.0491)  | feature_1280 (mu = -0.0510) | feature_102 (mu = -0.0650)  | feature_1382 (mu = -0.0405) | feature_352 (mu = -0.0423)  | feature_491 (mu = 0.0361)   | feature_1024 (mu = 0.0726)  |
| 82    | feature_841 (mu = -0.0729)  | feature_1143 (mu = -0.0898) | feature_1591 (mu = -0.0467) | feature_1584 (mu = 0.0452)  | feature_806 (mu = 0.0637)   | feature_788 (mu = -0.0490)  | feature_1951 (mu = -0.0509) | feature_470 (mu = -0.0649)  | feature_23 (mu = 0.0404)    | feature_786 (mu = -0.0421)  | feature_1345 (mu = 0.0360)  | feature_847 (mu = 0.0724)   |
| 83    | feature_1175 (mu = 0.0728)  | feature_145 (mu = -0.0896)  | feature_222 (mu = 0.0465)   | feature_1275 (mu = -0.0452) | feature_70 (mu = -0.0635)   | feature_355 (mu = -0.0488)  | feature_475 (mu = -0.0506)  | feature_559 (mu = 0.0648)   | feature_1744 (mu = -0.0403) | feature_525 (mu = -0.0420)  | feature_1087 (mu = 0.0359)  | feature_79 (mu = -0.0724)   |
| 84    | feature_1995 (mu = 0.0726)  | feature_1053 (mu = -0.0895) | feature_1985 (mu = -0.0462) | feature_1033 (mu = -0.0451) | feature_248 (mu = 0.0633)   | feature_8 (mu = 0.0487)     | feature_1226 (mu = 0.0505)  | feature_531 (mu = 0.0646)   | feature_280 (mu = -0.0402)  | feature_622 (mu = 0.0419)   | feature_446 (mu = -0.0359)  | feature_760 (mu = -0.0723)  |
| 85    | feature_925 (mu = 0.0721)   | feature_701 (mu = 0.0890)   | feature_1321 (mu = -0.0460) | feature_305 (mu = -0.0450)  | feature_635 (mu = -0.0628)  | feature_1850 (mu = 0.0484)  | feature_1250 (mu = -0.0504) | feature_168 (mu = -0.0643)  | feature_1461 (mu = 0.0401)  | feature_1845 (mu = -0.0418) | feature_467 (mu = -0.0359)  | feature_880 (mu = -0.0722)  |
| 86    | feature_1019 (mu = 0.0719)  | feature_429 (mu = -0.0886)  | feature_363 (mu = 0.0460)   | feature_1382 (mu = -0.0449) | feature_42 (mu = 0.0627)    | feature_274 (mu = -0.0484)  | feature_1258 (mu = -0.0504) | feature_620 (mu = 0.0641)   | feature_1922 (mu = -0.0400) | feature_772 (mu = -0.0417)  | feature_1485 (mu = 0.0358)  | feature_1393 (mu = 0.0721)  |
| 87    | feature_769 (mu = 0.0713)   | feature_602 (mu = 0.0885)   | feature_17 (mu = 0.0458)    | feature_172 (mu = -0.0449)  | feature_587 (mu = -0.0627)  | feature_293 (mu = -0.0482)  | feature_1464 (mu = -0.0503) | feature_419 (mu = -0.0640)  | feature_1912 (mu = 0.0400)  | feature_1378 (mu = -0.0417) | feature_852 (mu = 0.0358)   | feature_769 (mu = 0.0719)   |
| 88    | feature_152 (mu = -0.0713)  | feature_1108 (mu = 0.0882)  | feature_625 (mu = -0.0456)  | feature_1383 (mu = 0.0448)  | feature_1991 (mu = 0.0626)  | feature_210 (mu = -0.0478)  | feature_1734 (mu = -0.0503) | feature_574 (mu = -0.0640)  | feature_597 (mu = 0.0399)   | feature_1080 (mu = -0.0416) | None                        | feature_1125 (mu = 0.0719)  |
| 89    | feature_1476 (mu = -0.0712) | feature_1830 (mu = -0.0879) | feature_1255 (mu = 0.0456)  | feature_547 (mu = -0.0446)  | feature_143 (mu = 0.0626)   | feature_1791 (mu = 0.0478)  | feature_1603 (mu = 0.0502)  | feature_637 (mu = -0.0638)  | feature_186 (mu = -0.0398)  | feature_597 (mu = 0.0414)   | None                        | feature_711 (mu = 0.0714)   |
| 90    | feature_844 (mu = -0.0711)  | feature_811 (mu = -0.0879)  | feature_1402 (mu = -0.0454) | feature_354 (mu = 0.0446)   | feature_1357 (mu = -0.0624) | feature_753 (mu = 0.0476)   | feature_1662 (mu = 0.0500)  | feature_871 (mu = -0.0633)  | feature_1521 (mu = 0.0397)  | feature_486 (mu = -0.0414)  | None                        | feature_1896 (mu = 0.0712)  |
| 91    | feature_306 (mu = 0.0711)   | feature_1323 (mu = -0.0875) | feature_992 (mu = -0.0454)  | feature_534 (mu = 0.0446)   | feature_814 (mu = -0.0622)  | feature_1105 (mu = 0.0476)  | feature_1917 (mu = 0.0500)  | feature_657 (mu = 0.0633)   | feature_891 (mu = -0.0397)  | feature_1026 (mu = -0.0411) | None                        | feature_1262 (mu = 0.0707)  |
| 92    | feature_1360 (mu = -0.0707) | feature_942 (mu = 0.0875)   | feature_864 (mu = -0.0454)  | feature_1006 (mu = 0.0446)  | feature_1315 (mu = 0.0621)  | feature_760 (mu = -0.0475)  | feature_273 (mu = 0.0496)   | feature_630 (mu = 0.0632)   | feature_589 (mu = -0.0396)  | feature_1807 (mu = 0.0411)  | None                        | feature_1994 (mu = -0.0704) |
| 93    | feature_727 (mu = -0.0702)  | feature_915 (mu = -0.0875)  | feature_1777 (mu = 0.0453)  | feature_494 (mu = 0.0444)   | feature_565 (mu = -0.0620)  | feature_1050 (mu = 0.0474)  | feature_255 (mu = 0.0496)   | feature_636 (mu = -0.0626)  | feature_156 (mu = -0.0396)  | feature_1349 (mu = 0.0411)  | None                        | feature_1058 (mu = -0.0703) |
| 94    | feature_990 (mu = 0.0702)   | feature_103 (mu = -0.0866)  | feature_888 (mu = -0.0453)  | feature_1576 (mu = 0.0443)  | feature_1677 (mu = 0.0620)  | feature_172 (mu = -0.0473)  | feature_1058 (mu = -0.0494) | feature_569 (mu = -0.0625)  | feature_77 (mu = 0.0395)    | feature_1249 (mu = 0.0410)  | None                        | feature_241 (mu = -0.0702)  |
| 95    | feature_608 (mu = 0.0702)   | feature_235 (mu = 0.0863)   | feature_1563 (mu = 0.0452)  | feature_1164 (mu = 0.0442)  | feature_1854 (mu = -0.0620) | feature_847 (mu = 0.0472)   | feature_271 (mu = -0.0493)  | feature_689 (mu = -0.0624)  | None                        | feature_1778 (mu = 0.0410)  | None                        | feature_707 (mu = 0.0701)   |
| 96    | feature_1563 (mu = 0.0701)  | feature_1480 (mu = 0.0860)  | feature_54 (mu = -0.0451)   | feature_875 (mu = 0.0441)   | feature_1933 (mu = 0.0615)  | feature_1396 (mu = -0.0472) | feature_1552 (mu = -0.0493) | None                        | None                        | feature_33 (mu = 0.0409)    | None                        | feature_1130 (mu = -0.0693) |
| 97    | feature_293 (mu = -0.0699)  | feature_1881 (mu = 0.0859)  | feature_1174 (mu = -0.0449) | feature_1583 (mu = 0.0440)  | feature_463 (mu = -0.0610)  | feature_1504 (mu = -0.0470) | feature_814 (mu = 0.0492)   | None                        | None                        | feature_1828 (mu = -0.0409) | None                        | feature_574 (mu = 0.0691)   |
| 98    | feature_1287 (mu = -0.0697) | feature_1264 (mu = -0.0856) | feature_1430 (mu = 0.0449)  | feature_620 (mu = -0.0440)  | feature_1431 (mu = -0.0610) | feature_1162 (mu = -0.0470) | feature_1566 (mu = -0.0492) | None                        | None                        | feature_156 (mu = -0.0405)  | None                        | feature_1761 (mu = 0.0691)  |
| 99    | feature_133 (mu = -0.0692)  | feature_379 (mu = -0.0855)  | feature_570 (mu = 0.0446)   | feature_1315 (mu = -0.0440) | feature_1762 (mu = -0.0609) | feature_284 (mu = 0.0470)   | feature_1998 (mu = -0.0492) | None                        | None                        | feature_1975 (mu = -0.0404) | None                        | feature_1047 (mu = 0.0687)  |
| 100   | feature_460 (mu = 0.0692)   | feature_1799 (mu = 0.0849)  | feature_1739 (mu = -0.0445) | feature_1332 (mu = 0.0439)  | feature_313 (mu = -0.0608)  | feature_1970 (mu = -0.0469) | feature_1711 (mu = -0.0490) | None                        | None                        | feature_913 (mu = -0.0402)  | None                        | feature_17 (mu = 0.0686)    |
| 101   | feature_1893 (mu = -0.0692) | feature_1500 (mu = 0.0846)  | feature_84 (mu = 0.0444)    | feature_32 (mu = -0.0437)   | feature_307 (mu = 0.0607)   | feature_796 (mu = -0.0468)  | feature_705 (mu = 0.0489)   | None                        | None                        | None                        | None                        | feature_502 (mu = -0.0686)  |
| 102   | feature_871 (mu = 0.0690)   | feature_1098 (mu = -0.0845) | feature_688 (mu = 0.0443)   | feature_1575 (mu = -0.0437) | feature_580 (mu = 0.0606)   | feature_1469 (mu = 0.0468)  | feature_1386 (mu = -0.0488) | None                        | None                        | None                        | None                        | feature_24 (mu = 0.0684)    |
| 103   | feature_711 (mu = 0.0689)   | feature_1464 (mu = 0.0844)  | feature_1437 (mu = -0.0443) | feature_1170 (mu = 0.0435)  | feature_531 (mu = 0.0605)   | feature_682 (mu = 0.0467)   | feature_1942 (mu = -0.0488) | None                        | None                        | None                        | None                        | feature_672 (mu = 0.0682)   |
| 104   | feature_1446 (mu = 0.0686)  | feature_1028 (mu = -0.0843) | feature_1612 (mu = 0.0443)  | feature_861 (mu = -0.0435)  | feature_284 (mu = -0.0605)  | feature_1111 (mu = 0.0465)  | feature_1303 (mu = -0.0484) | None                        | None                        | None                        | None                        | feature_936 (mu = -0.0681)  |
| 105   | feature_1132 (mu = -0.0685) | feature_1158 (mu = -0.0842) | feature_790 (mu = -0.0442)  | feature_169 (mu = -0.0434)  | feature_1324 (mu = 0.0603)  | feature_354 (mu = 0.0464)   | feature_476 (mu = 0.0484)   | None                        | None                        | None                        | None                        | feature_12 (mu = 0.0681)    |
| 106   | feature_352 (mu = -0.0685)  | feature_1237 (mu = -0.0841) | feature_1626 (mu = 0.0442)  | feature_86 (mu = -0.0434)   | feature_893 (mu = 0.0598)   | feature_235 (mu = -0.0463)  | feature_541 (mu = 0.0483)   | None                        | None                        | None                        | None                        | feature_1019 (mu = 0.0680)  |
| 107   | feature_1513 (mu = -0.0684) | feature_118 (mu = -0.0839)  | feature_1108 (mu = 0.0441)  | feature_753 (mu = 0.0433)   | feature_1226 (mu = 0.0597)  | feature_1317 (mu = -0.0463) | feature_630 (mu = 0.0483)   | None                        | None                        | None                        | None                        | feature_1179 (mu = -0.0679) |
| 108   | feature_994 (mu = -0.0683)  | feature_1677 (mu = 0.0839)  | feature_1893 (mu = -0.0440) | feature_320 (mu = 0.0433)   | feature_276 (mu = 0.0594)   | feature_535 (mu = -0.0461)  | feature_1412 (mu = 0.0482)  | None                        | None                        | None                        | None                        | feature_219 (mu = -0.0678)  |
| 109   | feature_185 (mu = 0.0682)   | feature_1452 (mu = -0.0836) | feature_1851 (mu = 0.0438)  | feature_909 (mu = -0.0433)  | feature_933 (mu = 0.0591)   | None                        | feature_1542 (mu = 0.0482)  | None                        | None                        | None                        | None                        | feature_479 (mu = 0.0676)   |
| 110   | feature_1744 (mu = -0.0682) | feature_183 (mu = 0.0832)   | feature_773 (mu = 0.0437)   | feature_1132 (mu = -0.0431) | feature_269 (mu = -0.0590)  | None                        | feature_482 (mu = 0.0482)   | None                        | None                        | None                        | None                        | feature_97 (mu = 0.0675)    |
| 111   | feature_814 (mu = 0.0682)   | feature_1063 (mu = 0.0830)  | feature_854 (mu = 0.0436)   | feature_274 (mu = -0.0431)  | feature_530 (mu = -0.0589)  | None                        | feature_409 (mu = -0.0482)  | None                        | None                        | None                        | None                        | feature_1662 (mu = 0.0674)  |
| 112   | feature_1321 (mu = -0.0681) | feature_1505 (mu = -0.0829) | feature_12 (mu = 0.0436)    | feature_1910 (mu = 0.0431)  | feature_1318 (mu = -0.0589) | None                        | feature_1959 (mu = 0.0481)  | None                        | None                        | None                        | None                        | feature_1856 (mu = -0.0672) |
| 113   | feature_1711 (mu = -0.0681) | feature_1034 (mu = 0.0823)  | feature_1155 (mu = 0.0435)  | feature_287 (mu = 0.0431)   | feature_173 (mu = 0.0587)   | None                        | feature_1820 (mu = -0.0480) | None                        | None                        | None                        | None                        | feature_1590 (mu = 0.0670)  |
| 114   | feature_172 (mu = -0.0680)  | feature_1701 (mu = 0.0821)  | feature_1835 (mu = 0.0434)  | feature_1766 (mu = 0.0431)  | feature_643 (mu = 0.0587)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_490 (mu = -0.0667)  |
| 115   | feature_732 (mu = 0.0678)   | feature_385 (mu = -0.0821)  | None                        | feature_1948 (mu = 0.0430)  | feature_1158 (mu = -0.0586) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1844 (mu = 0.0666)  |
| 116   | feature_1354 (mu = 0.0677)  | feature_896 (mu = 0.0820)   | None                        | feature_744 (mu = -0.0429)  | feature_1800 (mu = 0.0585)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1881 (mu = -0.0665) |
| 117   | feature_222 (mu = 0.0677)   | feature_1508 (mu = 0.0818)  | None                        | feature_1158 (mu = 0.0429)  | feature_797 (mu = 0.0585)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_40 (mu = 0.0664)    |
| 118   | feature_1474 (mu = -0.0672) | feature_1015 (mu = 0.0816)  | None                        | feature_1897 (mu = -0.0429) | feature_354 (mu = -0.0581)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_448 (mu = 0.0663)   |
| 119   | feature_907 (mu = -0.0669)  | feature_1934 (mu = 0.0815)  | None                        | feature_1193 (mu = 0.0425)  | feature_1085 (mu = 0.0577)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_870 (mu = 0.0663)   |
| 120   | feature_935 (mu = 0.0669)   | feature_900 (mu = -0.0815)  | None                        | feature_1130 (mu = -0.0424) | feature_1399 (mu = -0.0576) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1996 (mu = -0.0662) |
| 121   | feature_598 (mu = -0.0667)  | feature_1998 (mu = -0.0812) | None                        | feature_272 (mu = 0.0423)   | feature_36 (mu = 0.0576)    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1785 (mu = 0.0659)  |
| 122   | feature_1752 (mu = -0.0666) | feature_833 (mu = -0.0811)  | None                        | feature_1785 (mu = 0.0421)  | feature_1378 (mu = 0.0573)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_293 (mu = -0.0658)  |
| 123   | feature_98 (mu = 0.0666)    | feature_1719 (mu = 0.0811)  | None                        | feature_1437 (mu = -0.0420) | feature_1256 (mu = -0.0570) | None                        | None                        | None                        | None                        | None                        | None                        | feature_728 (mu = 0.0658)   |
| 124   | feature_1456 (mu = 0.0661)  | feature_807 (mu = -0.0809)  | None                        | feature_840 (mu = -0.0418)  | feature_911 (mu = 0.0568)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_933 (mu = -0.0658)  |
| 125   | feature_290 (mu = 0.0660)   | feature_1720 (mu = -0.0808) | None                        | feature_200 (mu = 0.0417)   | feature_1719 (mu = 0.0567)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_843 (mu = -0.0657)  |
| 126   | feature_1262 (mu = 0.0655)  | feature_1408 (mu = -0.0808) | None                        | feature_596 (mu = -0.0413)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_922 (mu = -0.0654)  |
| 127   | feature_1552 (mu = -0.0654) | feature_1849 (mu = 0.0805)  | None                        | feature_454 (mu = -0.0413)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1648 (mu = -0.0648) |
| 128   | feature_1478 (mu = 0.0651)  | feature_1336 (mu = -0.0805) | None                        | feature_1516 (mu = -0.0413) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_286 (mu = 0.0648)   |
| 129   | feature_1345 (mu = -0.0651) | feature_1334 (mu = 0.0801)  | None                        | feature_215 (mu = 0.0413)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_261 (mu = 0.0645)   |
| 130   | feature_783 (mu = -0.0649)  | feature_624 (mu = 0.0799)   | None                        | feature_1148 (mu = -0.0412) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1721 (mu = 0.0644)  |
| 131   | feature_77 (mu = 0.0647)    | feature_415 (mu = -0.0797)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1320 (mu = 0.0644)  |
| 132   | feature_843 (mu = -0.0645)  | feature_1851 (mu = 0.0797)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1807 (mu = 0.0643)  |
| 133   | feature_630 (mu = -0.0643)  | feature_554 (mu = 0.0794)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_306 (mu = 0.0643)   |
| 134   | feature_37 (mu = 0.0641)    | feature_84 (mu = 0.0792)    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1515 (mu = 0.0638)  |
| 135   | feature_1601 (mu = 0.0641)  | feature_582 (mu = 0.0789)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_757 (mu = -0.0637)  |
| 136   | feature_1344 (mu = 0.0640)  | feature_951 (mu = -0.0788)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_76 (mu = 0.0635)    |
| 137   | None                        | feature_1242 (mu = 0.0788)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1628 (mu = -0.0633) |
| 138   | None                        | feature_1563 (mu = 0.0788)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_846 (mu = -0.0632)  |
| 139   | None                        | feature_497 (mu = 0.0788)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1786 (mu = 0.0632)  |
| 140   | None                        | feature_662 (mu = 0.0783)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_744 (mu = -0.0630)  |
| 141   | None                        | feature_950 (mu = 0.0783)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_657 (mu = -0.0628)  |
| 142   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1640 (mu = -0.0626) |


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       | 243.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 228.000 |
| Recall                 | 1.000   |
| Precision              | 0.062   |
| F1_Score               | 0.116   |
| Jaccard                | 0.062   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.938   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.114   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 8.230   |

## 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']


 - 243 discovered features:
   ['feature_100', 'feature_1001', 'feature_1033', 'feature_1051', 'feature_1057', 'feature_106', 'feature_107', 'feature_1074', 'feature_1075', 'feature_1079', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1087', 'feature_1108', 'feature_1130', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1148', 'feature_1158', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1179', 'feature_1205', 'feature_1223', 'feature_1249', 'feature_125', 'feature_128', 'feature_1285', 'feature_1287', 'feature_1293', 'feature_1299', 'feature_1305', 'feature_1307', 'feature_1314', 'feature_1321', 'feature_1324', 'feature_1333', 'feature_1335', 'feature_1344', 'feature_1349', 'feature_1354', 'feature_1357', 'feature_1366', 'feature_1394', 'feature_1402', 'feature_1404', 'feature_1408', 'feature_1424', 'feature_1429', 'feature_1436', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1445', 'feature_1446', 'feature_1463', 'feature_1470', 'feature_1481', 'feature_1483', 'feature_1491', 'feature_1498', 'feature_1522', 'feature_1545', 'feature_1547', 'feature_1560', 'feature_1565', 'feature_1574', 'feature_1575', 'feature_1587', 'feature_1590', 'feature_1595', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1621', 'feature_1648', 'feature_1651', 'feature_1652', 'feature_1673', 'feature_1676', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1690', 'feature_1698', 'feature_1699', 'feature_170', 'feature_1711', 'feature_1716', 'feature_1728', 'feature_173', 'feature_1738', 'feature_1745', 'feature_1752', 'feature_1762', 'feature_1770', 'feature_178', 'feature_1785', 'feature_1786', 'feature_179', 'feature_1796', 'feature_1797', 'feature_1800', 'feature_1806', 'feature_183', 'feature_1835', 'feature_1844', 'feature_1852', 'feature_1856', 'feature_187', 'feature_1878', 'feature_1883', 'feature_1890', 'feature_1906', 'feature_1908', 'feature_1910', 'feature_1912', 'feature_1918', 'feature_1923', 'feature_1931', 'feature_1933', 'feature_1948', 'feature_1949', 'feature_1956', 'feature_197', 'feature_1971', 'feature_1974', 'feature_1975', 'feature_1984', 'feature_1986', 'feature_1989', 'feature_1996', 'feature_200', 'feature_208', 'feature_216', 'feature_219', 'feature_222', 'feature_235', 'feature_24', 'feature_241', 'feature_246', 'feature_252', 'feature_269', 'feature_284', 'feature_286', 'feature_29', 'feature_296', 'feature_297', 'feature_301', 'feature_312', 'feature_325', 'feature_354', 'feature_357', 'feature_365', 'feature_37', 'feature_376', 'feature_379', 'feature_381', 'feature_383', 'feature_385', 'feature_388', 'feature_399', 'feature_402', 'feature_415', 'feature_435', 'feature_455', 'feature_463', 'feature_478', 'feature_479', 'feature_49', 'feature_490', 'feature_491', 'feature_494', 'feature_50', 'feature_501', 'feature_502', 'feature_521', 'feature_530', 'feature_534', 'feature_543', 'feature_548', 'feature_559', 'feature_570', 'feature_574', 'feature_580', 'feature_586', 'feature_597', 'feature_598', 'feature_620', 'feature_621', 'feature_622', 'feature_628', 'feature_630', 'feature_635', 'feature_636', 'feature_637', 'feature_640', 'feature_649', 'feature_67', 'feature_678', 'feature_70', 'feature_700', 'feature_707', 'feature_711', 'feature_716', 'feature_721', 'feature_724', 'feature_728', 'feature_741', 'feature_748', 'feature_749', 'feature_76', 'feature_77', 'feature_79', 'feature_798', 'feature_806', 'feature_814', 'feature_820', 'feature_83', 'feature_840', 'feature_844', 'feature_86', 'feature_865', 'feature_866', 'feature_871', 'feature_877', 'feature_880', 'feature_888', 'feature_897', 'feature_899', 'feature_904', 'feature_911', 'feature_922', 'feature_937', 'feature_946', 'feature_95', 'feature_955', 'feature_972', 'feature_977', 'feature_999']

 - 0 missed true support features:
   []

 - 228 extra features found (not in true support):
   ['feature_100', 'feature_1001', 'feature_1033', 'feature_1057', 'feature_106', 'feature_107', 'feature_1074', 'feature_1075', 'feature_1079', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1087', 'feature_1108', 'feature_1130', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1148', 'feature_1158', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1179', 'feature_1205', 'feature_1223', 'feature_1249', 'feature_125', 'feature_128', 'feature_1285', 'feature_1287', 'feature_1293', 'feature_1299', 'feature_1305', 'feature_1314', 'feature_1321', 'feature_1324', 'feature_1333', 'feature_1335', 'feature_1344', 'feature_1349', 'feature_1354', 'feature_1357', 'feature_1366', 'feature_1394', 'feature_1402', 'feature_1404', 'feature_1408', 'feature_1424', 'feature_1429', 'feature_1436', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1445', 'feature_1446', 'feature_1463', 'feature_1481', 'feature_1483', 'feature_1491', 'feature_1498', 'feature_1547', 'feature_1560', 'feature_1565', 'feature_1574', 'feature_1575', 'feature_1587', 'feature_1590', 'feature_1595', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1621', 'feature_1648', 'feature_1651', 'feature_1652', 'feature_1673', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1690', 'feature_1698', 'feature_1699', 'feature_170', 'feature_1711', 'feature_1716', 'feature_1728', 'feature_173', 'feature_1738', 'feature_1745', 'feature_1752', 'feature_1762', 'feature_1770', 'feature_1785', 'feature_1786', 'feature_179', 'feature_1796', 'feature_1797', 'feature_1800', 'feature_1806', 'feature_183', 'feature_1835', 'feature_1844', 'feature_1852', 'feature_1856', 'feature_1878', 'feature_1883', 'feature_1890', 'feature_1906', 'feature_1908', 'feature_1910', 'feature_1912', 'feature_1918', 'feature_1923', 'feature_1931', 'feature_1933', 'feature_1948', 'feature_1956', 'feature_197', 'feature_1971', 'feature_1974', 'feature_1975', 'feature_1984', 'feature_1986', 'feature_1989', 'feature_1996', 'feature_200', 'feature_208', 'feature_216', 'feature_219', 'feature_222', 'feature_235', 'feature_24', 'feature_241', 'feature_246', 'feature_252', 'feature_269', 'feature_284', 'feature_286', 'feature_29', 'feature_296', 'feature_297', 'feature_301', 'feature_312', 'feature_325', 'feature_354', 'feature_357', 'feature_37', 'feature_376', 'feature_379', 'feature_381', 'feature_383', 'feature_385', 'feature_388', 'feature_399', 'feature_402', 'feature_415', 'feature_435', 'feature_455', 'feature_463', 'feature_478', 'feature_479', 'feature_49', 'feature_490', 'feature_491', 'feature_494', 'feature_50', 'feature_501', 'feature_502', 'feature_521', 'feature_530', 'feature_534', 'feature_543', 'feature_548', 'feature_559', 'feature_570', 'feature_574', 'feature_580', 'feature_586', 'feature_597', 'feature_598', 'feature_620', 'feature_621', 'feature_622', 'feature_628', 'feature_630', 'feature_635', 'feature_636', 'feature_637', 'feature_640', 'feature_649', 'feature_67', 'feature_678', 'feature_70', 'feature_700', 'feature_707', 'feature_711', 'feature_716', 'feature_721', 'feature_724', 'feature_728', 'feature_748', 'feature_749', 'feature_76', 'feature_77', 'feature_79', 'feature_798', 'feature_806', 'feature_814', 'feature_820', 'feature_83', 'feature_840', 'feature_844', 'feature_86', 'feature_865', 'feature_871', 'feature_880', 'feature_888', 'feature_897', 'feature_904', 'feature_911', 'feature_922', 'feature_937', 'feature_946', 'feature_95', 'feature_955', 'feature_972', 'feature_977']


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_899 (mu = -1.6718)  | feature_178 (mu = -1.6369)  | feature_999 (mu = 1.4162)   | feature_899 (mu = -1.3317)  | feature_1676 (mu = 1.6376)  | feature_1949 (mu = 1.3034)  | feature_1522 (mu = -1.3634) | feature_1545 (mu = 2.5616)  | feature_1676 (mu = -1.9906) | feature_741 (mu = -1.4497)  | feature_1470 (mu = 1.7352)  | feature_178 (mu = 1.6825)   |
| 1     | feature_741 (mu = 1.0198)   | feature_365 (mu = -1.4863)  | feature_178 (mu = -1.0586)  | feature_999 (mu = 1.2218)   | feature_999 (mu = -1.4395)  | feature_365 (mu = 1.0099)   | feature_1676 (mu = -1.1533) | feature_1470 (mu = 1.5297)  | feature_1949 (mu = 1.7890)  | feature_1470 (mu = -1.3256) | feature_899 (mu = 1.5762)   | feature_899 (mu = -1.1535)  |
| 2     | feature_365 (mu = -0.9776)  | feature_741 (mu = 1.3843)   | feature_1051 (mu = 0.9956)  | feature_1470 (mu = -0.9903) | feature_178 (mu = -1.2964)  | feature_187 (mu = 0.9914)   | feature_741 (mu = -1.0811)  | feature_741 (mu = -1.3830)  | feature_1051 (mu = 1.4130)  | feature_899 (mu = -1.2783)  | feature_1949 (mu = 1.0526)  | feature_1051 (mu = -1.0633) |
| 3     | feature_1307 (mu = 0.9625)  | feature_999 (mu = -1.0248)  | feature_1949 (mu = 0.9932)  | feature_741 (mu = -0.9159)  | feature_899 (mu = 0.9877)   | feature_1470 (mu = -0.8125) | feature_877 (mu = -0.9813)  | feature_1676 (mu = 1.2197)  | feature_999 (mu = -0.4813)  | feature_1676 (mu = -1.1643) | feature_741 (mu = -0.8443)  | feature_999 (mu = -0.6580)  |
| 4     | feature_1522 (mu = 0.8504)  | feature_1051 (mu = 0.8926)  | feature_187 (mu = -0.6220)  | feature_1522 (mu = 0.7211)  | feature_1545 (mu = 0.8894)  | feature_1522 (mu = 0.6329)  | feature_999 (mu = -0.8840)  | feature_866 (mu = 1.1639)   | feature_1470 (mu = -0.4721) | feature_866 (mu = 0.6835)   | feature_1545 (mu = 0.6635)  | feature_1545 (mu = -0.5837) |
| 5     | feature_1545 (mu = -0.8307) | feature_1522 (mu = 0.8896)  | feature_1522 (mu = 0.5928)  | feature_1307 (mu = 0.4984)  | feature_187 (mu = 0.7473)   | feature_1051 (mu = -0.6262) | feature_365 (mu = 0.8709)   | feature_1307 (mu = -1.1003) | feature_178 (mu = 0.4666)   | feature_1949 (mu = 0.6442)  | feature_1676 (mu = 0.6250)  | feature_1307 (mu = 0.5801)  |
| 6     | feature_178 (mu = -0.6203)  | feature_877 (mu = 0.7917)   | feature_1676 (mu = -0.5032) | feature_1545 (mu = -0.4480) | feature_1522 (mu = -0.5265) | feature_1545 (mu = -0.6056) | feature_1470 (mu = -0.6468) | feature_1051 (mu = -1.0310) | feature_1545 (mu = -0.4613) | feature_178 (mu = 0.5742)   | feature_365 (mu = -0.5685)  | feature_1949 (mu = 0.5207)  |
| 7     | feature_866 (mu = 0.5333)   | feature_1307 (mu = 0.7443)  | feature_1307 (mu = -0.4989) | feature_866 (mu = 0.2774)   | feature_365 (mu = 0.4445)   | feature_866 (mu = 0.4979)   | feature_899 (mu = 0.6148)   | feature_187 (mu = 0.7848)   | feature_899 (mu = 0.4354)   | feature_187 (mu = 0.4507)   | feature_187 (mu = 0.3640)   | feature_187 (mu = 0.4857)   |
| 8     | feature_999 (mu = -0.4642)  | feature_1949 (mu = 0.4978)  | feature_866 (mu = 0.3745)   | feature_365 (mu = 0.2173)   | feature_741 (mu = 0.2832)   | feature_1307 (mu = -0.4674) | feature_1949 (mu = 0.5936)  | feature_178 (mu = -0.6812)  | feature_1307 (mu = 0.3937)  | feature_365 (mu = 0.3620)   | feature_999 (mu = 0.3514)   | feature_866 (mu = 0.4676)   |
| 9     | feature_1051 (mu = -0.3723) | feature_1676 (mu = 0.4639)  | feature_1470 (mu = -0.2643) | feature_1949 (mu = 0.1704)  | feature_1470 (mu = -0.2724) | feature_178 (mu = -0.4087)  | feature_187 (mu = -0.5868)  | feature_1949 (mu = -0.5955) | feature_187 (mu = -0.3536)  | feature_1051 (mu = 0.3300)  | feature_1051 (mu = -0.2478) | feature_1470 (mu = 0.4606)  |
| 10    | feature_1676 (mu = 0.3541)  | feature_187 (mu = 0.2607)   | feature_899 (mu = 0.2620)   | feature_1051 (mu = 0.1080)  | feature_1949 (mu = 0.2604)  | feature_999 (mu = -0.3825)  | feature_866 (mu = 0.3016)   | feature_1522 (mu = -0.3585) | feature_1522 (mu = -0.3459) | feature_1545 (mu = -0.2015) | feature_1522 (mu = -0.2396) | feature_365 (mu = -0.4025)  |
| 11    | feature_877 (mu = 0.3056)   | feature_1470 (mu = 0.2294)  | feature_877 (mu = 0.2104)   | feature_1619 (mu = 0.0838)  | feature_877 (mu = -0.1128)  | feature_741 (mu = -0.2552)  | feature_178 (mu = -0.2937)  | feature_899 (mu = 0.3148)   | feature_365 (mu = -0.2323)  | feature_1522 (mu = 0.1817)  | feature_1307 (mu = 0.1881)  | feature_1522 (mu = 0.3467)  |
| 12    | feature_1470 (mu = 0.2856)  | feature_1878 (mu = 0.1505)  | feature_365 (mu = 0.1781)   | feature_187 (mu = -0.0825)  | feature_1287 (mu = 0.1063)  | feature_899 (mu = -0.2357)  | feature_1051 (mu = 0.2632)  | feature_999 (mu = 0.1289)   | feature_100 (mu = 0.1404)   | feature_1307 (mu = 0.1457)  | feature_178 (mu = -0.1368)  | feature_1676 (mu = -0.2026) |
| 13    | feature_1949 (mu = -0.2429) | feature_586 (mu = -0.1398)  | feature_1545 (mu = 0.1345)  | feature_178 (mu = -0.0819)  | feature_1975 (mu = 0.0983)  | feature_1676 (mu = -0.1889) | feature_1307 (mu = 0.1472)  | feature_1565 (mu = -0.1099) | feature_866 (mu = -0.0798)  | feature_999 (mu = 0.1180)   | feature_399 (mu = 0.0626)   | feature_478 (mu = -0.1538)  |
| 14    | feature_168 (mu = 0.1327)   | feature_1931 (mu = 0.1365)  | feature_1575 (mu = -0.0956) | feature_877 (mu = 0.0780)   | feature_1844 (mu = -0.0936) | feature_877 (mu = 0.1319)   | feature_1299 (mu = -0.1125) | feature_543 (mu = -0.1055)  | feature_1616 (mu = 0.0644)  | feature_877 (mu = 0.0913)   | feature_168 (mu = -0.0587)  | feature_1324 (mu = -0.1351) |
| 15    | feature_246 (mu = 0.1129)   | feature_70 (mu = -0.1342)   | feature_741 (mu = -0.0883)  | feature_1324 (mu = -0.0671) | feature_1051 (mu = -0.0934) | feature_1158 (mu = 0.0792)  | feature_1745 (mu = -0.0840) | feature_1140 (mu = 0.1029)  | feature_168 (mu = 0.0625)   | feature_1844 (mu = 0.0677)  | feature_1287 (mu = 0.0575)  | feature_1287 (mu = -0.1146) |
| 16    | feature_241 (mu = -0.1114)  | feature_1545 (mu = -0.1320) | feature_678 (mu = 0.0658)   | feature_208 (mu = 0.0655)   | feature_235 (mu = 0.0925)   | feature_399 (mu = -0.0768)  | feature_1436 (mu = 0.0808)  | feature_1844 (mu = -0.1015) | feature_179 (mu = 0.0624)   | feature_749 (mu = -0.0657)  | feature_494 (mu = -0.0525)  | feature_1616 (mu = 0.1128)  |
| 17    | feature_1324 (mu = -0.1067) | feature_1498 (mu = -0.1306) | feature_208 (mu = 0.0640)   | feature_501 (mu = -0.0632)  | feature_1143 (mu = -0.0908) | feature_1648 (mu = -0.0763) | feature_357 (mu = 0.0790)   | feature_235 (mu = 0.0987)   | feature_844 (mu = -0.0592)  | feature_1324 (mu = -0.0637) | feature_640 (mu = -0.0517)  | feature_168 (mu = 0.1078)   |
| 18    | feature_208 (mu = 0.1009)   | feature_1678 (mu = 0.1261)  | feature_637 (mu = -0.0639)  | feature_580 (mu = -0.0627)  | feature_1446 (mu = 0.0904)  | feature_534 (mu = 0.0745)   | feature_1357 (mu = -0.0781) | feature_312 (mu = -0.0964)  | feature_620 (mu = -0.0583)  | feature_543 (mu = 0.0621)   | feature_636 (mu = -0.0515)  | feature_877 (mu = 0.1056)   |
| 19    | feature_880 (mu = -0.0998)  | feature_1173 (mu = -0.1243) | feature_1785 (mu = 0.0623)  | feature_1690 (mu = -0.0622) | feature_559 (mu = 0.0873)   | feature_415 (mu = 0.0735)   | feature_107 (mu = 0.0767)   | feature_1324 (mu = 0.0945)  | feature_1590 (mu = 0.0530)  | feature_219 (mu = -0.0609)  | feature_1616 (mu = -0.0497) | feature_806 (mu = -0.1055)  |
| 20    | feature_490 (mu = -0.0997)  | feature_1890 (mu = -0.1224) | feature_628 (mu = -0.0620)  | feature_1770 (mu = 0.0613)  | feature_1565 (mu = -0.0859) | feature_1690 (mu = -0.0707) | feature_67 (mu = 0.0754)    | feature_388 (mu = -0.0936)  | feature_1324 (mu = -0.0529) | feature_269 (mu = 0.0601)   | feature_1933 (mu = 0.0495)  | feature_399 (mu = -0.1024)  |
| 21    | feature_402 (mu = -0.0984)  | feature_208 (mu = 0.1199)   | feature_1711 (mu = -0.0610) | feature_83 (mu = 0.0610)    | feature_106 (mu = -0.0855)  | feature_478 (mu = -0.0656)  | feature_125 (mu = 0.0743)   | feature_1698 (mu = 0.0935)  | feature_1565 (mu = 0.0529)  | feature_399 (mu = -0.0595)  | feature_286 (mu = -0.0486)  | feature_1690 (mu = -0.0965) |
| 22    | feature_219 (mu = -0.0978)  | feature_1344 (mu = 0.1186)  | feature_1314 (mu = -0.0608) | feature_1223 (mu = -0.0610) | feature_621 (mu = -0.0840)  | feature_570 (mu = 0.0656)   | feature_463 (mu = -0.0732)  | feature_580 (mu = 0.0931)   | feature_1079 (mu = 0.0529)  | feature_388 (mu = 0.0586)   | feature_1844 (mu = -0.0472) | feature_83 (mu = 0.0921)    |
| 23    | feature_1910 (mu = 0.0970)  | feature_548 (mu = -0.1185)  | feature_711 (mu = 0.0589)   | feature_1321 (mu = -0.0603) | feature_491 (mu = 0.0828)   | feature_70 (mu = 0.0638)    | feature_1565 (mu = -0.0726) | feature_1287 (mu = 0.0931)  | feature_1621 (mu = 0.0529)  | feature_1590 (mu = 0.0574)  | feature_83 (mu = -0.0471)   | feature_972 (mu = -0.0916)  |
| 24    | feature_1616 (mu = 0.0945)  | feature_455 (mu = 0.1163)   | feature_197 (mu = -0.0581)  | feature_1856 (mu = -0.0596) | feature_1249 (mu = -0.0826) | feature_1444 (mu = -0.0619) | feature_1402 (mu = -0.0724) | feature_1436 (mu = 0.0885)  | feature_806 (mu = -0.0508)  | feature_728 (mu = 0.0554)   | feature_76 (mu = -0.0467)   | feature_1738 (mu = 0.0909)  |
| 25    | feature_83 (mu = 0.0928)    | feature_125 (mu = -0.1159)  | feature_1996 (mu = -0.0577) | feature_1305 (mu = -0.0594) | feature_866 (mu = -0.0815)  | feature_1424 (mu = -0.0616) | feature_1491 (mu = 0.0720)  | feature_95 (mu = -0.0883)   | feature_559 (mu = -0.0503)  | feature_1616 (mu = 0.0547)  | feature_937 (mu = -0.0466)  | feature_1001 (mu = -0.0898) |
| 26    | feature_922 (mu = -0.0917)  | feature_284 (mu = -0.1139)  | feature_379 (mu = -0.0575)  | feature_79 (mu = -0.0584)   | feature_388 (mu = -0.0813)  | feature_880 (mu = -0.0609)  | feature_1797 (mu = -0.0708) | feature_1249 (mu = -0.0873) | feature_1574 (mu = 0.0499)  | feature_479 (mu = 0.0545)   | feature_381 (mu = -0.0465)  | feature_1974 (mu = -0.0893) |
| 27    | feature_1912 (mu = 0.0911)  | feature_1481 (mu = -0.1130) | feature_435 (mu = 0.0568)   | feature_1699 (mu = 0.0582)  | feature_1075 (mu = 0.0811)  | feature_1996 (mu = -0.0609) | feature_1835 (mu = 0.0685)  | feature_1800 (mu = 0.0832)  | feature_1948 (mu = 0.0497)  | feature_1287 (mu = -0.0536) | feature_597 (mu = -0.0462)  | feature_814 (mu = 0.0876)   |
| 28    | feature_1890 (mu = -0.0897) | feature_106 (mu = -0.1125)  | feature_1404 (mu = 0.0568)  | feature_1786 (mu = 0.0576)  | feature_95 (mu = -0.0804)   | feature_635 (mu = 0.0606)   | feature_1335 (mu = -0.0675) | feature_530 (mu = -0.0828)  | feature_37 (mu = 0.0494)    | feature_1910 (mu = 0.0530)  | feature_252 (mu = 0.0459)   | feature_1711 (mu = -0.0874) |
| 29    | feature_1575 (mu = -0.0882) | feature_1446 (mu = 0.1118)  | feature_385 (mu = -0.0567)  | feature_170 (mu = -0.0565)  | feature_1620 (mu = -0.0804) | feature_1956 (mu = 0.0604)  | feature_50 (mu = 0.0668)    | feature_1440 (mu = 0.0827)  | feature_170 (mu = -0.0493)  | feature_871 (mu = 0.0526)   | feature_200 (mu = -0.0454)  | feature_635 (mu = 0.0871)   |
| 30    | feature_628 (mu = -0.0878)  | feature_888 (mu = -0.1109)  | feature_1354 (mu = 0.0565)  | feature_1085 (mu = -0.0557) | feature_1307 (mu = -0.0781) | feature_1728 (mu = 0.0604)  | feature_1293 (mu = 0.0667)  | feature_1463 (mu = -0.0826) | None                        | feature_1085 (mu = -0.0520) | feature_1948 (mu = -0.0450) | feature_844 (mu = -0.0858)  |
| 31    | feature_1856 (mu = -0.0874) | feature_649 (mu = -0.1102)  | feature_183 (mu = 0.0564)   | feature_1366 (mu = 0.0557)  | feature_724 (mu = -0.0778)  | feature_170 (mu = -0.0602)  | feature_1852 (mu = -0.0657) | feature_716 (mu = 0.0819)   | None                        | feature_1690 (mu = -0.0513) | feature_1175 (mu = -0.0448) | feature_173 (mu = -0.0853)  |
| 32    | feature_1001 (mu = -0.0865) | feature_897 (mu = -0.1090)  | feature_1752 (mu = -0.0559) | feature_1440 (mu = -0.0556) | feature_1335 (mu = -0.0758) | feature_1984 (mu = -0.0598) | feature_1652 (mu = -0.0654) | feature_724 (mu = -0.0808)  | None                        | feature_1620 (mu = 0.0512)  | None                        | feature_598 (mu = -0.0846)  |
| 33    | feature_1440 (mu = -0.0858) | feature_1716 (mu = 0.1067)  | feature_1906 (mu = 0.0556)  | feature_77 (mu = 0.0551)    | feature_1796 (mu = 0.0755)  | feature_219 (mu = -0.0596)  | feature_1986 (mu = -0.0652) | feature_1366 (mu = -0.0789) | None                        | feature_70 (mu = 0.0508)    | None                        | feature_1445 (mu = -0.0844) |
| 34    | feature_1033 (mu = -0.0854) | feature_748 (mu = -0.1063)  | feature_707 (mu = 0.0555)   | feature_296 (mu = 0.0549)   | feature_543 (mu = -0.0752)  | feature_1205 (mu = -0.0594) | feature_1172 (mu = 0.0647)  | feature_972 (mu = 0.0783)   | None                        | None                        | None                        | feature_1408 (mu = -0.0840) |
| 35    | feature_501 (mu = -0.0848)  | feature_376 (mu = 0.1060)   | feature_865 (mu = 0.0555)   | feature_1648 (mu = -0.0548) | feature_1349 (mu = -0.0732) | feature_24 (mu = 0.0585)    | feature_1333 (mu = -0.0634) | None                        | None                        | None                        | None                        | feature_312 (mu = 0.0839)   |
| 36    | feature_1547 (mu = 0.0845)  | feature_1786 (mu = 0.1059)  | feature_1673 (mu = -0.0545) | feature_1883 (mu = -0.0541) | feature_630 (mu = 0.0729)   | feature_114 (mu = 0.0579)   | feature_1285 (mu = -0.0633) | None                        | None                        | None                        | None                        | feature_49 (mu = 0.0839)    |
| 37    | feature_1690 (mu = -0.0835) | feature_1560 (mu = -0.1044) | None                        | feature_402 (mu = -0.0538)  | feature_179 (mu = -0.0728)  | feature_911 (mu = -0.0577)  | feature_820 (mu = 0.0633)   | None                        | None                        | None                        | None                        | feature_269 (mu = 0.0831)   |
| 38    | feature_972 (mu = -0.0830)  | feature_1923 (mu = 0.1038)  | None                        | feature_574 (mu = 0.0538)   | feature_502 (mu = 0.0726)   | None                        | feature_622 (mu = -0.0632)  | None                        | None                        | None                        | None                        | feature_946 (mu = 0.0823)   |
| 39    | feature_640 (mu = 0.0830)   | feature_1057 (mu = 0.1030)  | None                        | feature_635 (mu = 0.0537)   | feature_1595 (mu = -0.0724) | None                        | feature_216 (mu = -0.0631)  | None                        | None                        | None                        | None                        | feature_1440 (mu = -0.0818) |
| 40    | feature_455 (mu = 0.0823)   | feature_222 (mu = 0.1027)   | None                        | feature_1179 (mu = -0.0527) | feature_325 (mu = 0.0719)   | None                        | feature_1429 (mu = -0.0629) | None                        | None                        | None                        | None                        | feature_534 (mu = 0.0817)   |
| 41    | feature_1108 (mu = 0.0820)  | feature_1483 (mu = 0.1025)  | None                        | feature_1908 (mu = 0.0526)  | feature_1439 (mu = 0.0716)  | None                        | feature_128 (mu = 0.0620)   | None                        | None                        | None                        | None                        | feature_1223 (mu = -0.0817) |
| 42    | feature_1918 (mu = 0.0814)  | feature_1087 (mu = 0.1017)  | None                        | feature_598 (mu = -0.0524)  | feature_1971 (mu = -0.0711) | None                        | feature_798 (mu = 0.0615)   | None                        | None                        | None                        | None                        | feature_1948 (mu = 0.0816)  |
| 43    | feature_1130 (mu = -0.0807) | feature_721 (mu = 0.1016)   | None                        | feature_383 (mu = 0.0522)   | feature_478 (mu = 0.0710)   | None                        | feature_86 (mu = -0.0613)   | None                        | None                        | None                        | None                        | feature_1910 (mu = 0.0814)  |
| 44    | feature_354 (mu = 0.0803)   | feature_1989 (mu = 0.1014)  | None                        | feature_1140 (mu = -0.0521) | feature_904 (mu = -0.0709)  | None                        | feature_1083 (mu = 0.0610)  | None                        | None                        | None                        | None                        | feature_29 (mu = -0.0810)   |
| 45    | feature_1086 (mu = -0.0801) | feature_521 (mu = 0.1008)   | None                        | feature_1587 (mu = 0.0520)  | feature_955 (mu = -0.0708)  | None                        | feature_1148 (mu = -0.0607) | None                        | None                        | None                        | None                        | feature_501 (mu = -0.0807)  |
| 46    | feature_1173 (mu = -0.0799) | feature_1806 (mu = -0.0997) | None                        | None                        | feature_700 (mu = -0.0708)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_208 (mu = 0.0806)   |
| 47    | feature_301 (mu = -0.0798)  | feature_297 (mu = 0.0995)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1305 (mu = -0.0803) |
| 48    | feature_977 (mu = -0.0798)  | feature_1762 (mu = -0.0984) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_840 (mu = -0.0802)  |
| 49    | None                        | feature_1394 (mu = 0.0977)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1074 (mu = -0.0795) |
| 50    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1175 (mu = 0.0792)  |
| 51    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_494 (mu = 0.0791)   |
| 52    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1651 (mu = 0.0788)  |
| 53    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1679 (mu = 0.0787)  |
| 54    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1912 (mu = 0.0787)  |
| 55    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_252 (mu = -0.0782)  |


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       | 78.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 63.000  |
| Recall                 | 1.000   |
| Precision              | 0.192   |
| F1_Score               | 0.323   |
| Jaccard                | 0.192   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.808   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.032   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 25.641  |

## 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']


 - 78 discovered features:
   ['feature_100', 'feature_1051', 'feature_106', 'feature_107', 'feature_1140', 'feature_1143', 'feature_1158', 'feature_1173', 'feature_125', 'feature_1287', 'feature_1299', 'feature_1307', 'feature_1324', 'feature_1344', 'feature_1357', 'feature_1402', 'feature_1436', 'feature_1446', 'feature_1470', 'feature_1491', 'feature_1498', 'feature_1522', 'feature_1545', 'feature_1565', 'feature_1575', 'feature_1616', 'feature_1619', 'feature_1648', 'feature_1676', 'feature_1678', 'feature_168', 'feature_1690', 'feature_1698', 'feature_1745', 'feature_178', 'feature_179', 'feature_1844', 'feature_187', 'feature_1878', 'feature_1890', 'feature_1910', 'feature_1931', 'feature_1949', 'feature_1975', 'feature_208', 'feature_219', 'feature_235', 'feature_241', 'feature_246', 'feature_312', 'feature_357', 'feature_365', 'feature_388', 'feature_399', 'feature_402', 'feature_415', 'feature_463', 'feature_478', 'feature_490', 'feature_501', 'feature_534', 'feature_543', 'feature_548', 'feature_559', 'feature_580', 'feature_586', 'feature_67', 'feature_678', 'feature_70', 'feature_741', 'feature_749', 'feature_806', 'feature_844', 'feature_866', 'feature_877', 'feature_880', 'feature_899', 'feature_999']

 - 0 missed true support features:
   []

 - 63 extra features found (not in true support):
   ['feature_100', 'feature_106', 'feature_107', 'feature_1140', 'feature_1143', 'feature_1158', 'feature_1173', 'feature_125', 'feature_1287', 'feature_1299', 'feature_1324', 'feature_1344', 'feature_1357', 'feature_1402', 'feature_1436', 'feature_1446', 'feature_1491', 'feature_1498', 'feature_1565', 'feature_1575', 'feature_1616', 'feature_1619', 'feature_1648', 'feature_1678', 'feature_168', 'feature_1690', 'feature_1698', 'feature_1745', 'feature_179', 'feature_1844', 'feature_1878', 'feature_1890', 'feature_1910', 'feature_1931', 'feature_1975', 'feature_208', 'feature_219', 'feature_235', 'feature_241', 'feature_246', 'feature_312', 'feature_357', 'feature_388', 'feature_399', 'feature_402', 'feature_415', 'feature_463', 'feature_478', 'feature_490', 'feature_501', 'feature_534', 'feature_543', 'feature_548', 'feature_559', 'feature_580', 'feature_586', 'feature_67', 'feature_678', 'feature_70', 'feature_749', 'feature_806', 'feature_844', 'feature_880']


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_899 (mu = -1.6718)  | feature_178 (mu = -1.6369)  | feature_999 (mu = 1.4162)   | feature_899 (mu = -1.3317)  | feature_1676 (mu = 1.6376)  | feature_1949 (mu = 1.3034)  | feature_1522 (mu = -1.3634) | feature_1545 (mu = 2.5616)  | feature_1676 (mu = -1.9906) | feature_741 (mu = -1.4497)  | feature_1470 (mu = 1.7352)  | feature_178 (mu = 1.6825)   |
| 1     | feature_741 (mu = 1.0198)   | feature_365 (mu = -1.4863)  | feature_178 (mu = -1.0586)  | feature_999 (mu = 1.2218)   | feature_999 (mu = -1.4395)  | feature_365 (mu = 1.0099)   | feature_1676 (mu = -1.1533) | feature_1470 (mu = 1.5297)  | feature_1949 (mu = 1.7890)  | feature_1470 (mu = -1.3256) | feature_899 (mu = 1.5762)   | feature_899 (mu = -1.1535)  |
| 2     | feature_365 (mu = -0.9776)  | feature_741 (mu = 1.3843)   | feature_1051 (mu = 0.9956)  | feature_1470 (mu = -0.9903) | feature_178 (mu = -1.2964)  | feature_187 (mu = 0.9914)   | feature_741 (mu = -1.0811)  | feature_741 (mu = -1.3830)  | feature_1051 (mu = 1.4130)  | feature_899 (mu = -1.2783)  | feature_1949 (mu = 1.0526)  | feature_1051 (mu = -1.0633) |
| 3     | feature_1307 (mu = 0.9625)  | feature_999 (mu = -1.0248)  | feature_1949 (mu = 0.9932)  | feature_741 (mu = -0.9159)  | feature_899 (mu = 0.9877)   | feature_1470 (mu = -0.8125) | feature_877 (mu = -0.9813)  | feature_1676 (mu = 1.2197)  | feature_999 (mu = -0.4813)  | feature_1676 (mu = -1.1643) | feature_741 (mu = -0.8443)  | feature_999 (mu = -0.6580)  |
| 4     | feature_1522 (mu = 0.8504)  | feature_1051 (mu = 0.8926)  | feature_187 (mu = -0.6220)  | feature_1522 (mu = 0.7211)  | feature_1545 (mu = 0.8894)  | feature_1522 (mu = 0.6329)  | feature_999 (mu = -0.8840)  | feature_866 (mu = 1.1639)   | feature_1470 (mu = -0.4721) | feature_866 (mu = 0.6835)   | feature_1545 (mu = 0.6635)  | feature_1545 (mu = -0.5837) |
| 5     | feature_1545 (mu = -0.8307) | feature_1522 (mu = 0.8896)  | feature_1522 (mu = 0.5928)  | feature_1307 (mu = 0.4984)  | feature_187 (mu = 0.7473)   | feature_1051 (mu = -0.6262) | feature_365 (mu = 0.8709)   | feature_1307 (mu = -1.1003) | feature_178 (mu = 0.4666)   | feature_1949 (mu = 0.6442)  | feature_1676 (mu = 0.6250)  | feature_1307 (mu = 0.5801)  |
| 6     | feature_178 (mu = -0.6203)  | feature_877 (mu = 0.7917)   | feature_1676 (mu = -0.5032) | feature_1545 (mu = -0.4480) | feature_1522 (mu = -0.5265) | feature_1545 (mu = -0.6056) | feature_1470 (mu = -0.6468) | feature_1051 (mu = -1.0310) | feature_1545 (mu = -0.4613) | feature_178 (mu = 0.5742)   | feature_365 (mu = -0.5685)  | feature_1949 (mu = 0.5207)  |
| 7     | feature_866 (mu = 0.5333)   | feature_1307 (mu = 0.7443)  | feature_1307 (mu = -0.4989) | feature_866 (mu = 0.2774)   | feature_365 (mu = 0.4445)   | feature_866 (mu = 0.4979)   | feature_899 (mu = 0.6148)   | feature_187 (mu = 0.7848)   | feature_899 (mu = 0.4354)   | feature_187 (mu = 0.4507)   | feature_187 (mu = 0.3640)   | feature_187 (mu = 0.4857)   |
| 8     | feature_999 (mu = -0.4642)  | feature_1949 (mu = 0.4978)  | feature_866 (mu = 0.3745)   | feature_365 (mu = 0.2173)   | feature_741 (mu = 0.2832)   | feature_1307 (mu = -0.4674) | feature_1949 (mu = 0.5936)  | feature_178 (mu = -0.6812)  | feature_1307 (mu = 0.3937)  | feature_365 (mu = 0.3620)   | feature_999 (mu = 0.3514)   | feature_866 (mu = 0.4676)   |
| 9     | feature_1051 (mu = -0.3723) | feature_1676 (mu = 0.4639)  | feature_1470 (mu = -0.2643) | feature_1949 (mu = 0.1704)  | feature_1470 (mu = -0.2724) | feature_178 (mu = -0.4087)  | feature_187 (mu = -0.5868)  | feature_1949 (mu = -0.5955) | feature_187 (mu = -0.3536)  | feature_1051 (mu = 0.3300)  | feature_1051 (mu = -0.2478) | feature_1470 (mu = 0.4606)  |
| 10    | feature_1676 (mu = 0.3541)  | feature_187 (mu = 0.2607)   | feature_899 (mu = 0.2620)   | feature_1051 (mu = 0.1080)  | feature_1949 (mu = 0.2604)  | feature_999 (mu = -0.3825)  | feature_866 (mu = 0.3016)   | feature_1522 (mu = -0.3585) | feature_1522 (mu = -0.3459) | feature_1545 (mu = -0.2015) | feature_1522 (mu = -0.2396) | feature_365 (mu = -0.4025)  |
| 11    | feature_877 (mu = 0.3056)   | feature_1470 (mu = 0.2294)  | feature_877 (mu = 0.2104)   | feature_1619 (mu = 0.0838)  | feature_877 (mu = -0.1128)  | feature_741 (mu = -0.2552)  | feature_178 (mu = -0.2937)  | feature_899 (mu = 0.3148)   | feature_365 (mu = -0.2323)  | feature_1522 (mu = 0.1817)  | feature_1307 (mu = 0.1881)  | feature_1522 (mu = 0.3467)  |
| 12    | feature_1470 (mu = 0.2856)  | feature_1878 (mu = 0.1505)  | feature_365 (mu = 0.1781)   | feature_187 (mu = -0.0825)  | feature_1287 (mu = 0.1063)  | feature_899 (mu = -0.2357)  | feature_1051 (mu = 0.2632)  | feature_999 (mu = 0.1289)   | feature_100 (mu = 0.1404)   | feature_1307 (mu = 0.1457)  | feature_178 (mu = -0.1368)  | feature_1676 (mu = -0.2026) |
| 13    | feature_1949 (mu = -0.2429) | feature_586 (mu = -0.1398)  | feature_1545 (mu = 0.1345)  | feature_178 (mu = -0.0819)  | feature_1975 (mu = 0.0983)  | feature_1676 (mu = -0.1889) | feature_1307 (mu = 0.1472)  | feature_1565 (mu = -0.1099) | feature_866 (mu = -0.0798)  | feature_999 (mu = 0.1180)   | feature_399 (mu = 0.0626)   | feature_478 (mu = -0.1538)  |
| 14    | feature_168 (mu = 0.1327)   | feature_1931 (mu = 0.1365)  | feature_1575 (mu = -0.0956) | feature_877 (mu = 0.0780)   | feature_1844 (mu = -0.0936) | feature_877 (mu = 0.1319)   | feature_1299 (mu = -0.1125) | feature_543 (mu = -0.1055)  | feature_1616 (mu = 0.0644)  | feature_877 (mu = 0.0913)   | feature_168 (mu = -0.0587)  | feature_1324 (mu = -0.1351) |
| 15    | feature_246 (mu = 0.1129)   | feature_70 (mu = -0.1342)   | feature_741 (mu = -0.0883)  | feature_1324 (mu = -0.0671) | feature_1051 (mu = -0.0934) | feature_1158 (mu = 0.0792)  | feature_1745 (mu = -0.0840) | feature_1140 (mu = 0.1029)  | feature_168 (mu = 0.0625)   | feature_1844 (mu = 0.0677)  | feature_1287 (mu = 0.0575)  | feature_1287 (mu = -0.1146) |
| 16    | feature_241 (mu = -0.1114)  | feature_1545 (mu = -0.1320) | feature_678 (mu = 0.0658)   | feature_208 (mu = 0.0655)   | feature_235 (mu = 0.0925)   | feature_399 (mu = -0.0768)  | feature_1436 (mu = 0.0808)  | feature_1844 (mu = -0.1015) | feature_179 (mu = 0.0624)   | feature_749 (mu = -0.0657)  | None                        | feature_1616 (mu = 0.1128)  |
| 17    | feature_1324 (mu = -0.1067) | feature_1498 (mu = -0.1306) | None                        | feature_501 (mu = -0.0632)  | feature_1143 (mu = -0.0908) | feature_1648 (mu = -0.0763) | feature_357 (mu = 0.0790)   | feature_235 (mu = 0.0987)   | feature_844 (mu = -0.0592)  | feature_1324 (mu = -0.0637) | None                        | feature_168 (mu = 0.1078)   |
| 18    | feature_208 (mu = 0.1009)   | feature_1678 (mu = 0.1261)  | None                        | feature_580 (mu = -0.0627)  | feature_1446 (mu = 0.0904)  | feature_534 (mu = 0.0745)   | feature_1357 (mu = -0.0781) | feature_312 (mu = -0.0964)  | None                        | feature_543 (mu = 0.0621)   | None                        | feature_877 (mu = 0.1056)   |
| 19    | feature_880 (mu = -0.0998)  | feature_1173 (mu = -0.1243) | None                        | feature_1690 (mu = -0.0622) | feature_559 (mu = 0.0873)   | feature_415 (mu = 0.0735)   | feature_107 (mu = 0.0767)   | feature_1324 (mu = 0.0945)  | None                        | feature_219 (mu = -0.0609)  | None                        | feature_806 (mu = -0.1055)  |
| 20    | feature_490 (mu = -0.0997)  | feature_1890 (mu = -0.1224) | None                        | None                        | feature_1565 (mu = -0.0859) | feature_1690 (mu = -0.0707) | feature_67 (mu = 0.0754)    | feature_388 (mu = -0.0936)  | None                        | None                        | None                        | feature_399 (mu = -0.1024)  |
| 21    | feature_402 (mu = -0.0984)  | feature_208 (mu = 0.1199)   | None                        | None                        | feature_106 (mu = -0.0855)  | None                        | feature_125 (mu = 0.0743)   | feature_1698 (mu = 0.0935)  | None                        | None                        | None                        | feature_1690 (mu = -0.0965) |
| 22    | feature_219 (mu = -0.0978)  | feature_1344 (mu = 0.1186)  | None                        | None                        | None                        | None                        | feature_463 (mu = -0.0732)  | None                        | None                        | None                        | None                        | None                        |
| 23    | feature_1910 (mu = 0.0970)  | feature_548 (mu = -0.1185)  | None                        | None                        | None                        | None                        | feature_1565 (mu = -0.0726) | None                        | None                        | None                        | None                        | None                        |
| 24    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1402 (mu = -0.0724) | None                        | None                        | None                        | None                        | None                        |
| 25    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1491 (mu = 0.0720)  | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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