# 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: True
- BINARY_RESPONSE_RATIO: 0.5
- DATASET_SEED: 42
- N_CANDIDATE_SOLUTIONS: 12
- N_ITER: 4500
- PRIOR_TYPE: sss
- PRIOR_SPARSITY: 5
- SAMPLE_MORE_PRIORS_COEFF: 1
- STUDENT_DF: 1
- STUDENT_SCALE: 1
- VAR_SLAB: 100
- VAR_SPIKE: 0.1
- WEIGHT_SLAB: 0.9
- WEIGHT_SPIKE: 0.1
- IS_REGULARIZED: True
- LAMBDA_JACCARD: 1000
- BATCH_SIZE: 16
- LEARNING_RATE: 0.002
- DESIRED_SPARSITY: 5
- MIN_MU_THRESHOLD: 0.2
- USE_MEDIAN_FOR_OUTLIER_DETECTION: False
- OUTLIER_DEVIATION_THRESHOLDS: [2.0, 2.5, 3.0]

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

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

## FULL Solutions

All features with |mu| > 0.2

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

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 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 = -1.9666)  | feature_365 (mu = 1.8712)   | feature_1470 (mu = 2.0122)  | feature_1307 (mu = 1.1292)  | feature_1676 (mu = -1.3255) | feature_1676 (mu = -2.2894) | feature_899 (mu = -2.0847)  | feature_999 (mu = -1.3244)  | feature_1470 (mu = 1.2641)  | feature_1470 (mu = -1.2039) | feature_1676 (mu = 1.1576)  | feature_1307 (mu = -1.6923) |
| 1     | feature_1545 (mu = -1.2097) | feature_1051 (mu = -1.1529) | feature_365 (mu = -1.7866)  | feature_1676 (mu = 1.0795)  | feature_1949 (mu = 1.0628)  | feature_999 (mu = 1.4903)   | feature_1545 (mu = -1.4339) | feature_1522 (mu = -1.3083) | feature_1676 (mu = -1.1698) | feature_178 (mu = -1.0824)  | feature_1949 (mu = -1.0323) | feature_1522 (mu = -0.9101) |
| 2     | feature_1470 (mu = -1.1396) | feature_1545 (mu = -0.9850) | feature_1949 (mu = -1.1308) | feature_999 (mu = -1.0736)  | feature_1051 (mu = 1.0325)  | feature_1545 (mu = -1.3049) | feature_1051 (mu = -0.8403) | feature_1470 (mu = 0.9029)  | feature_1051 (mu = -0.8497) | feature_1522 (mu = 0.6675)  | feature_899 (mu = -0.7389)  | feature_1949 (mu = -0.8455) |
| 3     | feature_741 (mu = 0.9800)   | feature_1470 (mu = -0.9624) | feature_899 (mu = -1.0313)  | feature_741 (mu = 0.8253)   | feature_1522 (mu = 0.7028)  | feature_1522 (mu = 1.1661)  | feature_187 (mu = 0.7428)   | feature_178 (mu = 0.7228)   | feature_741 (mu = -0.8062)  | feature_1051 (mu = 0.6276)  | feature_1051 (mu = -0.4235) | feature_741 (mu = 0.7530)   |
| 4     | feature_1949 (mu = -0.8505) | feature_866 (mu = 0.9057)   | feature_178 (mu = -0.7471)  | feature_1051 (mu = 0.6752)  | feature_1545 (mu = 0.5896)  | feature_899 (mu = -1.1551)  | feature_1307 (mu = -0.7427) | feature_1949 (mu = -0.6034) | feature_866 (mu = 0.6567)   | feature_1545 (mu = 0.5262)  | feature_1307 (mu = 0.4105)  | feature_1470 (mu = 0.6946)  |
| 5     | feature_1307 (mu = 0.7687)  | feature_999 (mu = 0.7036)   | feature_1545 (mu = 0.6425)  | feature_866 (mu = -0.6735)  | feature_877 (mu = 0.5768)   | feature_187 (mu = -1.1156)  | feature_1470 (mu = -0.6132) | feature_877 (mu = -0.5280)  | feature_899 (mu = 0.5605)   | feature_741 (mu = 0.4908)   | feature_741 (mu = 0.3587)   | feature_1545 (mu = 0.6930)  |
| 6     | feature_999 (mu = -0.4678)  | feature_1676 (mu = 0.6106)  | feature_1307 (mu = -0.4090) | feature_899 (mu = 0.6582)   | feature_178 (mu = -0.5181)  | feature_365 (mu = -0.9712)  | feature_1522 (mu = 0.4788)  | feature_1676 (mu = -0.5237) | feature_1949 (mu = 0.4373)  | feature_1676 (mu = 0.4660)  | feature_187 (mu = -0.2524)  | feature_1676 (mu = 0.5996)  |
| 7     | feature_1522 (mu = 0.4052)  | feature_1522 (mu = 0.5751)  | feature_187 (mu = 0.3615)   | feature_1522 (mu = -0.5668) | feature_1307 (mu = -0.3640) | feature_1307 (mu = 0.8567)  | feature_178 (mu = 0.4239)   | feature_1051 (mu = -0.5004) | feature_187 (mu = -0.3137)  | feature_899 (mu = -0.4644)  | feature_1545 (mu = 0.2249)  | feature_899 (mu = -0.5260)  |
| 8     | feature_1676 (mu = 0.3187)  | feature_741 (mu = 0.5423)   | feature_877 (mu = 0.3063)   | feature_365 (mu = -0.5202)  | feature_741 (mu = 0.3208)   | feature_1470 (mu = 0.7705)  | feature_1949 (mu = -0.4215) | feature_866 (mu = 0.3926)   | feature_877 (mu = -0.2137)  | feature_877 (mu = 0.3837)   | feature_365 (mu = -0.2137)  | feature_866 (mu = 0.5035)   |
| 9     | None                        | feature_187 (mu = -0.4738)  | None                        | feature_178 (mu = -0.4550)  | feature_899 (mu = 0.3203)   | feature_866 (mu = 0.5769)   | feature_365 (mu = 0.4170)   | feature_1307 (mu = -0.2824) | None                        | feature_1949 (mu = -0.3298) | None                        | feature_1051 (mu = 0.3577)  |
| 10    | None                        | feature_877 (mu = -0.3315)  | None                        | feature_1949 (mu = -0.4514) | feature_1470 (mu = -0.3006) | feature_741 (mu = -0.5550)  | feature_866 (mu = 0.2423)   | feature_899 (mu = -0.2823)  | None                        | feature_1307 (mu = 0.3115)  | None                        | feature_178 (mu = -0.2941)  |
| 11    | None                        | feature_1949 (mu = 0.2803)  | None                        | feature_1470 (mu = -0.3831) | feature_999 (mu = 0.2162)   | feature_178 (mu = -0.3120)  | None                        | feature_1545 (mu = 0.2108)  | None                        | feature_999 (mu = 0.3020)   | None                        | feature_877 (mu = -0.2468)  |
| 12    | None                        | feature_178 (mu = -0.2493)  | None                        | None                        | None                        | feature_877 (mu = 0.2390)   | 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       | 14.000  |
| n_correct              | 14.000  |
| n_missed               | 1.000   |
| n_extra                | 0.000   |
| Recall                 | 0.933   |
| Precision              | 1.000   |
| F1_Score               | 0.966   |
| Jaccard                | 0.933   |
| Miss_Rate              | 0.067   |
| FDR                    | 0.000   |
| Global_Miss_Rate       | 0.001   |
| Global_FDR             | 0.000   |
| Success_Index          | 124.444 |
| Adjusted_Success_Index | 124.444 |

## Overview of discovered features for TOP solutions:

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


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

 - 1 missed true support features:
   ['feature_877']

 - 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 = -1.9666)  | feature_365 (mu = 1.8712)   | feature_1470 (mu = 2.0122)  | feature_1307 (mu = 1.1292) | feature_1676 (mu = -1.3255) | feature_1676 (mu = -2.2894) | feature_899 (mu = -2.0847)  | feature_999 (mu = -1.3244)  | feature_1470 (mu = 1.2641)  | feature_1470 (mu = -1.2039) | feature_1676 (mu = 1.1576)  | feature_1307 (mu = -1.6923) |
| 1     | feature_1545 (mu = -1.2097) | feature_1051 (mu = -1.1529) | feature_365 (mu = -1.7866)  | feature_1676 (mu = 1.0795) | feature_1949 (mu = 1.0628)  | feature_999 (mu = 1.4903)   | feature_1545 (mu = -1.4339) | feature_1522 (mu = -1.3083) | feature_1676 (mu = -1.1698) | feature_178 (mu = -1.0824)  | feature_1949 (mu = -1.0323) | feature_1522 (mu = -0.9101) |
| 2     | feature_1470 (mu = -1.1396) | feature_1545 (mu = -0.9850) | feature_1949 (mu = -1.1308) | feature_999 (mu = -1.0736) | feature_1051 (mu = 1.0325)  | feature_1545 (mu = -1.3049) | feature_1051 (mu = -0.8403) | feature_1470 (mu = 0.9029)  | feature_1051 (mu = -0.8497) | feature_1522 (mu = 0.6675)  | feature_899 (mu = -0.7389)  | feature_1949 (mu = -0.8455) |
| 3     | feature_741 (mu = 0.9800)   | feature_1470 (mu = -0.9624) | feature_899 (mu = -1.0313)  | feature_741 (mu = 0.8253)  | feature_1522 (mu = 0.7028)  | feature_1522 (mu = 1.1661)  | feature_187 (mu = 0.7428)   | feature_178 (mu = 0.7228)   | feature_741 (mu = -0.8062)  | feature_1051 (mu = 0.6276)  | feature_1051 (mu = -0.4235) | feature_741 (mu = 0.7530)   |
| 4     | feature_1949 (mu = -0.8505) | feature_866 (mu = 0.9057)   | feature_178 (mu = -0.7471)  | feature_1051 (mu = 0.6752) | feature_1545 (mu = 0.5896)  | feature_899 (mu = -1.1551)  | feature_1307 (mu = -0.7427) | feature_1949 (mu = -0.6034) | feature_866 (mu = 0.6567)   | feature_1545 (mu = 0.5262)  | feature_1307 (mu = 0.4105)  | feature_1470 (mu = 0.6946)  |


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       | 736.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 721.000 |
| Recall                 | 1.000   |
| Precision              | 0.020   |
| F1_Score               | 0.040   |
| Jaccard                | 0.020   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.980   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.360   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 2.717   |

## 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']


 - 736 discovered features:
   ['feature_1', 'feature_100', 'feature_1000', 'feature_1001', 'feature_1005', 'feature_1006', 'feature_1009', 'feature_1012', 'feature_1019', 'feature_1028', 'feature_103', 'feature_1033', 'feature_1034', 'feature_1037', 'feature_1040', 'feature_1045', 'feature_1050', 'feature_1051', 'feature_1052', 'feature_1053', 'feature_1054', 'feature_1058', 'feature_1063', 'feature_107', 'feature_1074', 'feature_1076', 'feature_1077', 'feature_1080', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1089', 'feature_1090', 'feature_1094', 'feature_1099', 'feature_110', 'feature_1103', 'feature_1107', 'feature_1108', 'feature_1111', 'feature_1113', 'feature_1118', 'feature_1125', 'feature_1126', 'feature_1129', 'feature_1130', 'feature_1133', 'feature_1135', 'feature_1139', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1146', 'feature_1152', 'feature_1158', 'feature_116', 'feature_1166', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1176', 'feature_1181', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_1189', 'feature_1191', 'feature_12', 'feature_1202', 'feature_1203', 'feature_1208', 'feature_1210', 'feature_1211', 'feature_1217', 'feature_122', 'feature_1222', 'feature_1223', 'feature_1227', 'feature_1229', 'feature_1230', 'feature_1234', 'feature_1237', 'feature_1242', 'feature_1244', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1251', 'feature_1253', 'feature_1256', 'feature_1257', 'feature_126', 'feature_1261', 'feature_1262', 'feature_1264', 'feature_1268', 'feature_127', 'feature_1276', 'feature_1277', 'feature_1280', 'feature_1287', 'feature_1293', 'feature_1294', 'feature_1299', 'feature_1302', 'feature_1305', 'feature_1307', 'feature_1308', 'feature_1314', 'feature_1315', 'feature_1317', 'feature_1318', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1334', 'feature_1335', 'feature_1339', 'feature_134', 'feature_1344', 'feature_1345', 'feature_1346', 'feature_1348', 'feature_1349', 'feature_1350', 'feature_1351', 'feature_1355', 'feature_1360', 'feature_1361', 'feature_1363', 'feature_1368', 'feature_137', 'feature_1372', 'feature_1379', 'feature_1382', 'feature_1383', 'feature_1386', 'feature_1389', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1399', 'feature_14', 'feature_140', 'feature_1402', 'feature_1404', 'feature_1405', 'feature_1408', 'feature_1412', 'feature_1418', 'feature_1419', 'feature_1420', 'feature_1424', 'feature_1425', 'feature_1429', 'feature_1434', 'feature_1435', 'feature_1436', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1446', 'feature_1452', 'feature_1453', 'feature_1455', 'feature_1456', 'feature_1457', 'feature_1460', 'feature_1463', 'feature_1464', 'feature_1469', 'feature_1470', 'feature_1473', 'feature_1474', 'feature_1476', 'feature_148', 'feature_1480', 'feature_1481', 'feature_1482', 'feature_1483', 'feature_1484', 'feature_1487', 'feature_1489', 'feature_149', 'feature_1495', 'feature_1497', 'feature_1498', 'feature_1500', 'feature_1504', 'feature_1505', 'feature_1507', 'feature_1512', 'feature_1516', 'feature_1519', 'feature_152', 'feature_1521', 'feature_1522', 'feature_1525', 'feature_153', 'feature_1537', 'feature_1540', 'feature_1543', 'feature_1545', 'feature_1547', 'feature_1549', 'feature_1553', 'feature_1555', 'feature_1560', 'feature_1561', 'feature_1563', 'feature_1565', 'feature_1567', 'feature_1568', 'feature_1569', 'feature_157', 'feature_1574', 'feature_1575', 'feature_1579', 'feature_158', 'feature_1583', 'feature_1584', 'feature_1585', 'feature_1588', 'feature_1589', 'feature_1597', 'feature_1598', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1611', 'feature_1612', 'feature_1614', 'feature_1616', 'feature_1617', 'feature_1618', 'feature_1619', 'feature_1620', 'feature_1624', 'feature_1630', 'feature_1633', 'feature_1638', 'feature_164', 'feature_1640', 'feature_1641', 'feature_1642', 'feature_1644', 'feature_1647', 'feature_1648', 'feature_1654', 'feature_1662', 'feature_1667', 'feature_1670', 'feature_1672', 'feature_1673', 'feature_1674', 'feature_1676', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1688', 'feature_169', 'feature_1690', 'feature_1692', 'feature_1694', 'feature_1696', 'feature_1697', 'feature_1698', 'feature_1699', 'feature_170', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1706', 'feature_171', 'feature_1711', 'feature_1712', 'feature_1715', 'feature_1716', 'feature_1719', 'feature_172', 'feature_1720', 'feature_1721', 'feature_1722', 'feature_1726', 'feature_1728', 'feature_173', 'feature_1734', 'feature_1738', 'feature_1741', 'feature_1742', 'feature_1743', 'feature_1744', 'feature_175', 'feature_1752', 'feature_1753', 'feature_1758', 'feature_1760', 'feature_1762', 'feature_1763', 'feature_1766', 'feature_1767', 'feature_1769', 'feature_1770', 'feature_1771', 'feature_1778', 'feature_178', 'feature_1782', 'feature_1785', 'feature_1786', 'feature_1789', 'feature_179', 'feature_1796', 'feature_1797', 'feature_1799', 'feature_1805', 'feature_1806', 'feature_1809', 'feature_1814', 'feature_1815', 'feature_1820', 'feature_1822', 'feature_1823', 'feature_1824', 'feature_1826', 'feature_1828', 'feature_1829', 'feature_183', 'feature_1832', 'feature_1833', 'feature_1835', 'feature_1836', 'feature_184', 'feature_1843', 'feature_1844', 'feature_1845', 'feature_1849', 'feature_185', 'feature_1850', 'feature_1852', 'feature_1856', 'feature_1857', 'feature_1858', 'feature_1860', 'feature_1863', 'feature_1864', 'feature_1866', 'feature_187', 'feature_1870', 'feature_1871', 'feature_1874', 'feature_1875', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1884', 'feature_1886', 'feature_1887', 'feature_189', 'feature_1890', 'feature_1893', 'feature_1895', 'feature_1897', 'feature_1901', 'feature_1903', 'feature_1907', 'feature_1908', 'feature_1910', 'feature_1912', 'feature_1913', 'feature_1918', 'feature_1923', 'feature_1924', 'feature_1928', 'feature_1929', 'feature_1931', 'feature_1933', 'feature_1942', 'feature_1947', 'feature_1948', 'feature_1949', 'feature_1950', 'feature_1951', 'feature_1952', 'feature_1956', 'feature_1957', 'feature_1962', 'feature_1963', 'feature_1967', 'feature_1969', 'feature_1971', 'feature_1975', 'feature_1977', 'feature_1980', 'feature_1984', 'feature_1986', 'feature_1989', 'feature_1991', 'feature_1996', 'feature_1998', 'feature_1999', 'feature_201', 'feature_206', 'feature_207', 'feature_208', 'feature_21', 'feature_210', 'feature_211', 'feature_212', 'feature_219', 'feature_221', 'feature_222', 'feature_226', 'feature_23', 'feature_231', 'feature_232', 'feature_233', 'feature_234', 'feature_235', 'feature_236', 'feature_237', 'feature_24', 'feature_241', 'feature_246', 'feature_248', 'feature_249', 'feature_25', 'feature_250', 'feature_255', 'feature_260', 'feature_261', 'feature_262', 'feature_269', 'feature_271', 'feature_272', 'feature_28', 'feature_281', 'feature_282', 'feature_283', 'feature_284', 'feature_286', 'feature_287', 'feature_29', 'feature_290', 'feature_292', 'feature_293', 'feature_296', 'feature_297', 'feature_3', 'feature_301', 'feature_303', 'feature_304', 'feature_305', 'feature_306', 'feature_307', 'feature_310', 'feature_312', 'feature_315', 'feature_316', 'feature_318', 'feature_32', 'feature_320', 'feature_324', 'feature_326', 'feature_330', 'feature_336', 'feature_34', 'feature_342', 'feature_349', 'feature_350', 'feature_354', 'feature_357', 'feature_359', 'feature_36', 'feature_363', 'feature_365', 'feature_37', 'feature_374', 'feature_376', 'feature_38', 'feature_381', 'feature_382', 'feature_383', 'feature_385', 'feature_388', 'feature_391', 'feature_393', 'feature_396', 'feature_399', 'feature_4', 'feature_40', 'feature_402', 'feature_403', 'feature_407', 'feature_415', 'feature_417', 'feature_419', 'feature_425', 'feature_431', 'feature_432', 'feature_436', 'feature_438', 'feature_44', 'feature_448', 'feature_450', 'feature_452', 'feature_454', 'feature_455', 'feature_457', 'feature_458', 'feature_459', 'feature_460', 'feature_463', 'feature_465', 'feature_467', 'feature_471', 'feature_478', 'feature_479', 'feature_48', 'feature_483', 'feature_489', 'feature_49', 'feature_490', 'feature_491', 'feature_493', 'feature_494', 'feature_497', 'feature_498', 'feature_50', 'feature_501', 'feature_502', 'feature_506', 'feature_507', 'feature_508', 'feature_511', 'feature_515', 'feature_521', 'feature_530', 'feature_532', 'feature_534', 'feature_535', 'feature_536', 'feature_537', 'feature_541', 'feature_543', 'feature_544', 'feature_548', 'feature_549', 'feature_551', 'feature_554', 'feature_559', 'feature_564', 'feature_565', 'feature_57', 'feature_570', 'feature_571', 'feature_574', 'feature_576', 'feature_580', 'feature_582', 'feature_586', 'feature_592', 'feature_597', 'feature_598', 'feature_6', 'feature_60', 'feature_600', 'feature_602', 'feature_610', 'feature_617', 'feature_619', 'feature_621', 'feature_622', 'feature_627', 'feature_628', 'feature_629', 'feature_63', 'feature_630', 'feature_632', 'feature_635', 'feature_639', 'feature_64', 'feature_640', 'feature_641', 'feature_646', 'feature_649', 'feature_656', 'feature_657', 'feature_662', 'feature_673', 'feature_674', 'feature_675', 'feature_679', 'feature_69', 'feature_695', 'feature_698', 'feature_70', 'feature_700', 'feature_701', 'feature_703', 'feature_707', 'feature_712', 'feature_713', 'feature_715', 'feature_718', 'feature_72', 'feature_721', 'feature_727', 'feature_728', 'feature_738', 'feature_739', 'feature_741', 'feature_744', 'feature_747', 'feature_748', 'feature_749', 'feature_752', 'feature_753', 'feature_754', 'feature_756', 'feature_76', 'feature_760', 'feature_764', 'feature_769', 'feature_77', 'feature_772', 'feature_776', 'feature_778', 'feature_780', 'feature_782', 'feature_783', 'feature_784', 'feature_786', 'feature_788', 'feature_789', 'feature_79', 'feature_797', 'feature_798', 'feature_799', 'feature_8', 'feature_801', 'feature_802', 'feature_806', 'feature_808', 'feature_811', 'feature_812', 'feature_814', 'feature_816', 'feature_820', 'feature_83', 'feature_830', 'feature_831', 'feature_833', 'feature_836', 'feature_838', 'feature_840', 'feature_841', 'feature_842', 'feature_843', 'feature_844', 'feature_846', 'feature_847', 'feature_848', 'feature_85', 'feature_851', 'feature_852', 'feature_854', 'feature_856', 'feature_857', 'feature_86', 'feature_861', 'feature_863', 'feature_866', 'feature_870', 'feature_871', 'feature_872', 'feature_877', 'feature_88', 'feature_880', 'feature_885', 'feature_886', 'feature_888', 'feature_889', 'feature_892', 'feature_893', 'feature_896', 'feature_899', 'feature_90', 'feature_900', 'feature_909', 'feature_911', 'feature_913', 'feature_914', 'feature_915', 'feature_922', 'feature_925', 'feature_926', 'feature_929', 'feature_93', 'feature_930', 'feature_935', 'feature_936', 'feature_942', 'feature_943', 'feature_944', 'feature_945', 'feature_947', 'feature_949', 'feature_951', 'feature_953', 'feature_955', 'feature_96', 'feature_962', 'feature_964', 'feature_965', 'feature_967', 'feature_972', 'feature_973', 'feature_975', 'feature_977', 'feature_978', 'feature_98', 'feature_985', 'feature_986', 'feature_991', 'feature_994', 'feature_995', 'feature_998', 'feature_999']

 - 0 missed true support features:
   []

 - 721 extra features found (not in true support):
   ['feature_1', 'feature_100', 'feature_1000', 'feature_1001', 'feature_1005', 'feature_1006', 'feature_1009', 'feature_1012', 'feature_1019', 'feature_1028', 'feature_103', 'feature_1033', 'feature_1034', 'feature_1037', 'feature_1040', 'feature_1045', 'feature_1050', 'feature_1052', 'feature_1053', 'feature_1054', 'feature_1058', 'feature_1063', 'feature_107', 'feature_1074', 'feature_1076', 'feature_1077', 'feature_1080', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1089', 'feature_1090', 'feature_1094', 'feature_1099', 'feature_110', 'feature_1103', 'feature_1107', 'feature_1108', 'feature_1111', 'feature_1113', 'feature_1118', 'feature_1125', 'feature_1126', 'feature_1129', 'feature_1130', 'feature_1133', 'feature_1135', 'feature_1139', 'feature_114', 'feature_1140', 'feature_1143', 'feature_1146', 'feature_1152', 'feature_1158', 'feature_116', 'feature_1166', 'feature_1168', 'feature_1172', 'feature_1173', 'feature_1175', 'feature_1176', 'feature_1181', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_1189', 'feature_1191', 'feature_12', 'feature_1202', 'feature_1203', 'feature_1208', 'feature_1210', 'feature_1211', 'feature_1217', 'feature_122', 'feature_1222', 'feature_1223', 'feature_1227', 'feature_1229', 'feature_1230', 'feature_1234', 'feature_1237', 'feature_1242', 'feature_1244', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1251', 'feature_1253', 'feature_1256', 'feature_1257', 'feature_126', 'feature_1261', 'feature_1262', 'feature_1264', 'feature_1268', 'feature_127', 'feature_1276', 'feature_1277', 'feature_1280', 'feature_1287', 'feature_1293', 'feature_1294', 'feature_1299', 'feature_1302', 'feature_1305', 'feature_1308', 'feature_1314', 'feature_1315', 'feature_1317', 'feature_1318', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1334', 'feature_1335', 'feature_1339', 'feature_134', 'feature_1344', 'feature_1345', 'feature_1346', 'feature_1348', 'feature_1349', 'feature_1350', 'feature_1351', 'feature_1355', 'feature_1360', 'feature_1361', 'feature_1363', 'feature_1368', 'feature_137', 'feature_1372', 'feature_1379', 'feature_1382', 'feature_1383', 'feature_1386', 'feature_1389', 'feature_1394', 'feature_1396', 'feature_1398', 'feature_1399', 'feature_14', 'feature_140', 'feature_1402', 'feature_1404', 'feature_1405', 'feature_1408', 'feature_1412', 'feature_1418', 'feature_1419', 'feature_1420', 'feature_1424', 'feature_1425', 'feature_1429', 'feature_1434', 'feature_1435', 'feature_1436', 'feature_1437', 'feature_1438', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1446', 'feature_1452', 'feature_1453', 'feature_1455', 'feature_1456', 'feature_1457', 'feature_1460', 'feature_1463', 'feature_1464', 'feature_1469', 'feature_1473', 'feature_1474', 'feature_1476', 'feature_148', 'feature_1480', 'feature_1481', 'feature_1482', 'feature_1483', 'feature_1484', 'feature_1487', 'feature_1489', 'feature_149', 'feature_1495', 'feature_1497', 'feature_1498', 'feature_1500', 'feature_1504', 'feature_1505', 'feature_1507', 'feature_1512', 'feature_1516', 'feature_1519', 'feature_152', 'feature_1521', 'feature_1525', 'feature_153', 'feature_1537', 'feature_1540', 'feature_1543', 'feature_1547', 'feature_1549', 'feature_1553', 'feature_1555', 'feature_1560', 'feature_1561', 'feature_1563', 'feature_1565', 'feature_1567', 'feature_1568', 'feature_1569', 'feature_157', 'feature_1574', 'feature_1575', 'feature_1579', 'feature_158', 'feature_1583', 'feature_1584', 'feature_1585', 'feature_1588', 'feature_1589', 'feature_1597', 'feature_1598', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1611', 'feature_1612', 'feature_1614', 'feature_1616', 'feature_1617', 'feature_1618', 'feature_1619', 'feature_1620', 'feature_1624', 'feature_1630', 'feature_1633', 'feature_1638', 'feature_164', 'feature_1640', 'feature_1641', 'feature_1642', 'feature_1644', 'feature_1647', 'feature_1648', 'feature_1654', 'feature_1662', 'feature_1667', 'feature_1670', 'feature_1672', 'feature_1673', 'feature_1674', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1688', 'feature_169', 'feature_1690', 'feature_1692', 'feature_1694', 'feature_1696', 'feature_1697', 'feature_1698', 'feature_1699', 'feature_170', 'feature_1701', 'feature_1702', 'feature_1703', 'feature_1706', 'feature_171', 'feature_1711', 'feature_1712', 'feature_1715', 'feature_1716', 'feature_1719', 'feature_172', 'feature_1720', 'feature_1721', 'feature_1722', 'feature_1726', 'feature_1728', 'feature_173', 'feature_1734', 'feature_1738', 'feature_1741', 'feature_1742', 'feature_1743', 'feature_1744', 'feature_175', 'feature_1752', 'feature_1753', 'feature_1758', 'feature_1760', 'feature_1762', 'feature_1763', 'feature_1766', 'feature_1767', 'feature_1769', 'feature_1770', 'feature_1771', 'feature_1778', 'feature_1782', 'feature_1785', 'feature_1786', 'feature_1789', 'feature_179', 'feature_1796', 'feature_1797', 'feature_1799', 'feature_1805', 'feature_1806', 'feature_1809', 'feature_1814', 'feature_1815', 'feature_1820', 'feature_1822', 'feature_1823', 'feature_1824', 'feature_1826', 'feature_1828', 'feature_1829', 'feature_183', 'feature_1832', 'feature_1833', 'feature_1835', 'feature_1836', 'feature_184', 'feature_1843', 'feature_1844', 'feature_1845', 'feature_1849', 'feature_185', 'feature_1850', 'feature_1852', 'feature_1856', 'feature_1857', 'feature_1858', 'feature_1860', 'feature_1863', 'feature_1864', 'feature_1866', 'feature_1870', 'feature_1871', 'feature_1874', 'feature_1875', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1884', 'feature_1886', 'feature_1887', 'feature_189', 'feature_1890', 'feature_1893', 'feature_1895', 'feature_1897', 'feature_1901', 'feature_1903', 'feature_1907', 'feature_1908', 'feature_1910', 'feature_1912', 'feature_1913', 'feature_1918', 'feature_1923', 'feature_1924', 'feature_1928', 'feature_1929', 'feature_1931', 'feature_1933', 'feature_1942', 'feature_1947', 'feature_1948', 'feature_1950', 'feature_1951', 'feature_1952', 'feature_1956', 'feature_1957', 'feature_1962', 'feature_1963', 'feature_1967', 'feature_1969', 'feature_1971', 'feature_1975', 'feature_1977', 'feature_1980', 'feature_1984', 'feature_1986', 'feature_1989', 'feature_1991', 'feature_1996', 'feature_1998', 'feature_1999', 'feature_201', 'feature_206', 'feature_207', 'feature_208', 'feature_21', 'feature_210', 'feature_211', 'feature_212', 'feature_219', 'feature_221', 'feature_222', 'feature_226', 'feature_23', 'feature_231', 'feature_232', 'feature_233', 'feature_234', 'feature_235', 'feature_236', 'feature_237', 'feature_24', 'feature_241', 'feature_246', 'feature_248', 'feature_249', 'feature_25', 'feature_250', 'feature_255', 'feature_260', 'feature_261', 'feature_262', 'feature_269', 'feature_271', 'feature_272', 'feature_28', 'feature_281', 'feature_282', 'feature_283', 'feature_284', 'feature_286', 'feature_287', 'feature_29', 'feature_290', 'feature_292', 'feature_293', 'feature_296', 'feature_297', 'feature_3', 'feature_301', 'feature_303', 'feature_304', 'feature_305', 'feature_306', 'feature_307', 'feature_310', 'feature_312', 'feature_315', 'feature_316', 'feature_318', 'feature_32', 'feature_320', 'feature_324', 'feature_326', 'feature_330', 'feature_336', 'feature_34', 'feature_342', 'feature_349', 'feature_350', 'feature_354', 'feature_357', 'feature_359', 'feature_36', 'feature_363', 'feature_37', 'feature_374', 'feature_376', 'feature_38', 'feature_381', 'feature_382', 'feature_383', 'feature_385', 'feature_388', 'feature_391', 'feature_393', 'feature_396', 'feature_399', 'feature_4', 'feature_40', 'feature_402', 'feature_403', 'feature_407', 'feature_415', 'feature_417', 'feature_419', 'feature_425', 'feature_431', 'feature_432', 'feature_436', 'feature_438', 'feature_44', 'feature_448', 'feature_450', 'feature_452', 'feature_454', 'feature_455', 'feature_457', 'feature_458', 'feature_459', 'feature_460', 'feature_463', 'feature_465', 'feature_467', 'feature_471', 'feature_478', 'feature_479', 'feature_48', 'feature_483', 'feature_489', 'feature_49', 'feature_490', 'feature_491', 'feature_493', 'feature_494', 'feature_497', 'feature_498', 'feature_50', 'feature_501', 'feature_502', 'feature_506', 'feature_507', 'feature_508', 'feature_511', 'feature_515', 'feature_521', 'feature_530', 'feature_532', 'feature_534', 'feature_535', 'feature_536', 'feature_537', 'feature_541', 'feature_543', 'feature_544', 'feature_548', 'feature_549', 'feature_551', 'feature_554', 'feature_559', 'feature_564', 'feature_565', 'feature_57', 'feature_570', 'feature_571', 'feature_574', 'feature_576', 'feature_580', 'feature_582', 'feature_586', 'feature_592', 'feature_597', 'feature_598', 'feature_6', 'feature_60', 'feature_600', 'feature_602', 'feature_610', 'feature_617', 'feature_619', 'feature_621', 'feature_622', 'feature_627', 'feature_628', 'feature_629', 'feature_63', 'feature_630', 'feature_632', 'feature_635', 'feature_639', 'feature_64', 'feature_640', 'feature_641', 'feature_646', 'feature_649', 'feature_656', 'feature_657', 'feature_662', 'feature_673', 'feature_674', 'feature_675', 'feature_679', 'feature_69', 'feature_695', 'feature_698', 'feature_70', 'feature_700', 'feature_701', 'feature_703', 'feature_707', 'feature_712', 'feature_713', 'feature_715', 'feature_718', 'feature_72', 'feature_721', 'feature_727', 'feature_728', 'feature_738', 'feature_739', 'feature_744', 'feature_747', 'feature_748', 'feature_749', 'feature_752', 'feature_753', 'feature_754', 'feature_756', 'feature_76', 'feature_760', 'feature_764', 'feature_769', 'feature_77', 'feature_772', 'feature_776', 'feature_778', 'feature_780', 'feature_782', 'feature_783', 'feature_784', 'feature_786', 'feature_788', 'feature_789', 'feature_79', 'feature_797', 'feature_798', 'feature_799', 'feature_8', 'feature_801', 'feature_802', 'feature_806', 'feature_808', 'feature_811', 'feature_812', 'feature_814', 'feature_816', 'feature_820', 'feature_83', 'feature_830', 'feature_831', 'feature_833', 'feature_836', 'feature_838', 'feature_840', 'feature_841', 'feature_842', 'feature_843', 'feature_844', 'feature_846', 'feature_847', 'feature_848', 'feature_85', 'feature_851', 'feature_852', 'feature_854', 'feature_856', 'feature_857', 'feature_86', 'feature_861', 'feature_863', 'feature_870', 'feature_871', 'feature_872', 'feature_88', 'feature_880', 'feature_885', 'feature_886', 'feature_888', 'feature_889', 'feature_892', 'feature_893', 'feature_896', 'feature_90', 'feature_900', 'feature_909', 'feature_911', 'feature_913', 'feature_914', 'feature_915', 'feature_922', 'feature_925', 'feature_926', 'feature_929', 'feature_93', 'feature_930', 'feature_935', 'feature_936', 'feature_942', 'feature_943', 'feature_944', 'feature_945', 'feature_947', 'feature_949', 'feature_951', 'feature_953', 'feature_955', 'feature_96', 'feature_962', 'feature_964', 'feature_965', 'feature_967', 'feature_972', 'feature_973', 'feature_975', 'feature_977', 'feature_978', 'feature_98', 'feature_985', 'feature_986', 'feature_991', 'feature_994', 'feature_995', 'feature_998']


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 = -1.9666)  | feature_365 (mu = 1.8712)   | feature_1470 (mu = 2.0122)  | feature_1307 (mu = 1.1292)  | feature_1676 (mu = -1.3255) | feature_1676 (mu = -2.2894) | feature_899 (mu = -2.0847)  | feature_999 (mu = -1.3244)  | feature_1470 (mu = 1.2641)  | feature_1470 (mu = -1.2039) | feature_1676 (mu = 1.1576)  | feature_1307 (mu = -1.6923) |
| 1     | feature_1545 (mu = -1.2097) | feature_1051 (mu = -1.1529) | feature_365 (mu = -1.7866)  | feature_1676 (mu = 1.0795)  | feature_1949 (mu = 1.0628)  | feature_999 (mu = 1.4903)   | feature_1545 (mu = -1.4339) | feature_1522 (mu = -1.3083) | feature_1676 (mu = -1.1698) | feature_178 (mu = -1.0824)  | feature_1949 (mu = -1.0323) | feature_1522 (mu = -0.9101) |
| 2     | feature_1470 (mu = -1.1396) | feature_1545 (mu = -0.9850) | feature_1949 (mu = -1.1308) | feature_999 (mu = -1.0736)  | feature_1051 (mu = 1.0325)  | feature_1545 (mu = -1.3049) | feature_1051 (mu = -0.8403) | feature_1470 (mu = 0.9029)  | feature_1051 (mu = -0.8497) | feature_1522 (mu = 0.6675)  | feature_899 (mu = -0.7389)  | feature_1949 (mu = -0.8455) |
| 3     | feature_741 (mu = 0.9800)   | feature_1470 (mu = -0.9624) | feature_899 (mu = -1.0313)  | feature_741 (mu = 0.8253)   | feature_1522 (mu = 0.7028)  | feature_1522 (mu = 1.1661)  | feature_187 (mu = 0.7428)   | feature_178 (mu = 0.7228)   | feature_741 (mu = -0.8062)  | feature_1051 (mu = 0.6276)  | feature_1051 (mu = -0.4235) | feature_741 (mu = 0.7530)   |
| 4     | feature_1949 (mu = -0.8505) | feature_866 (mu = 0.9057)   | feature_178 (mu = -0.7471)  | feature_1051 (mu = 0.6752)  | feature_1545 (mu = 0.5896)  | feature_899 (mu = -1.1551)  | feature_1307 (mu = -0.7427) | feature_1949 (mu = -0.6034) | feature_866 (mu = 0.6567)   | feature_1545 (mu = 0.5262)  | feature_1307 (mu = 0.4105)  | feature_1470 (mu = 0.6946)  |
| 5     | feature_1307 (mu = 0.7687)  | feature_999 (mu = 0.7036)   | feature_1545 (mu = 0.6425)  | feature_866 (mu = -0.6735)  | feature_877 (mu = 0.5768)   | feature_187 (mu = -1.1156)  | feature_1470 (mu = -0.6132) | feature_877 (mu = -0.5280)  | feature_899 (mu = 0.5605)   | feature_741 (mu = 0.4908)   | feature_741 (mu = 0.3587)   | feature_1545 (mu = 0.6930)  |
| 6     | feature_999 (mu = -0.4678)  | feature_1676 (mu = 0.6106)  | feature_1307 (mu = -0.4090) | feature_899 (mu = 0.6582)   | feature_178 (mu = -0.5181)  | feature_365 (mu = -0.9712)  | feature_1522 (mu = 0.4788)  | feature_1676 (mu = -0.5237) | feature_1949 (mu = 0.4373)  | feature_1676 (mu = 0.4660)  | feature_187 (mu = -0.2524)  | feature_1676 (mu = 0.5996)  |
| 7     | feature_1522 (mu = 0.4052)  | feature_1522 (mu = 0.5751)  | feature_187 (mu = 0.3615)   | feature_1522 (mu = -0.5668) | feature_1307 (mu = -0.3640) | feature_1307 (mu = 0.8567)  | feature_178 (mu = 0.4239)   | feature_1051 (mu = -0.5004) | feature_187 (mu = -0.3137)  | feature_899 (mu = -0.4644)  | feature_1545 (mu = 0.2249)  | feature_899 (mu = -0.5260)  |
| 8     | feature_1676 (mu = 0.3187)  | feature_741 (mu = 0.5423)   | feature_877 (mu = 0.3063)   | feature_365 (mu = -0.5202)  | feature_741 (mu = 0.3208)   | feature_1470 (mu = 0.7705)  | feature_1949 (mu = -0.4215) | feature_866 (mu = 0.3926)   | feature_877 (mu = -0.2137)  | feature_877 (mu = 0.3837)   | feature_365 (mu = -0.2137)  | feature_866 (mu = 0.5035)   |
| 9     | feature_365 (mu = -0.1588)  | feature_187 (mu = -0.4738)  | feature_999 (mu = -0.1873)  | feature_178 (mu = -0.4550)  | feature_899 (mu = 0.3203)   | feature_866 (mu = 0.5769)   | feature_365 (mu = 0.4170)   | feature_1307 (mu = -0.2824) | feature_999 (mu = 0.1194)   | feature_1949 (mu = -0.3298) | feature_999 (mu = 0.1788)   | feature_1051 (mu = 0.3577)  |
| 10    | feature_187 (mu = -0.1249)  | feature_877 (mu = -0.3315)  | feature_1051 (mu = -0.1870) | feature_1949 (mu = -0.4514) | feature_1470 (mu = -0.3006) | feature_741 (mu = -0.5550)  | feature_866 (mu = 0.2423)   | feature_899 (mu = -0.2823)  | feature_1307 (mu = -0.0996) | feature_1307 (mu = 0.3115)  | feature_1522 (mu = 0.1008)  | feature_178 (mu = -0.2941)  |
| 11    | feature_866 (mu = 0.1119)   | feature_1949 (mu = 0.2803)  | feature_866 (mu = 0.1740)   | feature_1470 (mu = -0.3831) | feature_999 (mu = 0.2162)   | feature_178 (mu = -0.3120)  | feature_1676 (mu = 0.1961)  | feature_1545 (mu = 0.2108)  | feature_1545 (mu = -0.0740) | feature_999 (mu = 0.3020)   | feature_178 (mu = -0.0938)  | feature_877 (mu = -0.2468)  |
| 12    | feature_1616 (mu = 0.0884)  | feature_178 (mu = -0.2493)  | feature_1676 (mu = 0.1584)  | feature_187 (mu = -0.1976)  | feature_866 (mu = 0.1527)   | feature_877 (mu = 0.2390)   | feature_715 (mu = 0.1267)   | feature_365 (mu = -0.1871)  | feature_570 (mu = 0.0729)   | feature_365 (mu = 0.1970)   | feature_1602 (mu = -0.0924) | feature_999 (mu = 0.1448)   |
| 13    | feature_168 (mu = 0.0837)   | feature_1307 (mu = -0.1374) | feature_1487 (mu = 0.1056)  | feature_1158 (mu = -0.1230) | feature_187 (mu = 0.1421)   | feature_1949 (mu = 0.1966)  | feature_741 (mu = 0.1130)   | feature_586 (mu = 0.0620)   | feature_1957 (mu = -0.0691) | feature_866 (mu = 0.1763)   | feature_877 (mu = -0.0857)  | feature_187 (mu = -0.1372)  |
| 14    | feature_1324 (mu = -0.0827) | feature_899 (mu = 0.1169)   | feature_1250 (mu = 0.0651)  | feature_1545 (mu = 0.1184)  | feature_1321 (mu = -0.0820) | feature_168 (mu = 0.1487)   | feature_1158 (mu = 0.1035)  | feature_28 (mu = -0.0607)   | feature_930 (mu = -0.0630)  | feature_1574 (mu = 0.0778)  | feature_955 (mu = -0.0677)  | feature_171 (mu = 0.1188)   |
| 15    | feature_640 (mu = 0.0798)   | feature_640 (mu = 0.0949)   | feature_1662 (mu = -0.0631) | feature_955 (mu = -0.1127)  | feature_521 (mu = 0.0740)   | feature_1324 (mu = -0.1316) | feature_877 (mu = 0.1006)   | feature_900 (mu = 0.0590)   | feature_1435 (mu = 0.0610)  | feature_1396 (mu = -0.0757) | feature_318 (mu = 0.0578)   | feature_376 (mu = -0.1132)  |
| 16    | feature_1910 (mu = 0.0793)  | feature_172 (mu = -0.0893)  | feature_521 (mu = 0.0563)   | feature_1878 (mu = 0.1115)  | feature_944 (mu = 0.0714)   | feature_534 (mu = 0.1288)   | feature_1143 (mu = 0.0922)  | feature_1322 (mu = -0.0562) | feature_1690 (mu = -0.0601) | feature_833 (mu = -0.0659)  | feature_1942 (mu = -0.0554) | feature_1547 (mu = -0.1105) |
| 17    | feature_1599 (mu = 0.0724)  | feature_206 (mu = 0.0886)   | feature_1083 (mu = -0.0557) | feature_1446 (mu = 0.1097)  | feature_1752 (mu = -0.0668) | feature_1616 (mu = 0.1251)  | feature_502 (mu = -0.0899)  | feature_96 (mu = -0.0555)   | feature_173 (mu = -0.0598)  | feature_1113 (mu = 0.0658)  | feature_1420 (mu = -0.0552) | feature_1601 (mu = -0.1055) |
| 18    | feature_133 (mu = -0.0711)  | feature_1910 (mu = 0.0877)  | feature_1672 (mu = -0.0550) | feature_171 (mu = -0.1085)  | feature_1907 (mu = 0.0662)  | feature_208 (mu = 0.1227)   | feature_955 (mu = 0.0891)   | feature_98 (mu = -0.0550)   | feature_206 (mu = 0.0586)   | feature_1446 (mu = 0.0653)  | feature_233 (mu = -0.0552)  | feature_1324 (mu = 0.0994)  |
| 19    | feature_1951 (mu = -0.0683) | feature_399 (mu = -0.0876)  | feature_1866 (mu = 0.0546)  | feature_415 (mu = -0.1036)  | feature_764 (mu = 0.0642)   | feature_1287 (mu = -0.1215) | feature_892 (mu = 0.0882)   | feature_1931 (mu = -0.0543) | feature_415 (mu = 0.0586)   | feature_521 (mu = 0.0649)   | feature_1678 (mu = 0.0550)  | feature_1951 (mu = 0.0962)  |
| 20    | feature_728 (mu = 0.0679)   | feature_241 (mu = -0.0870)  | feature_436 (mu = 0.0537)   | feature_1589 (mu = -0.1003) | feature_1363 (mu = 0.0619)  | feature_1440 (mu = -0.1196) | feature_70 (mu = 0.0867)    | feature_1611 (mu = -0.0537) | feature_1050 (mu = 0.0564)  | feature_96 (mu = 0.0648)    | feature_1585 (mu = 0.0548)  | feature_1175 (mu = -0.0937) |
| 21    | feature_1349 (mu = 0.0677)  | feature_570 (mu = 0.0856)   | feature_326 (mu = 0.0520)   | feature_248 (mu = 0.0988)   | feature_1860 (mu = 0.0609)  | feature_1175 (mu = 0.1157)  | feature_284 (mu = 0.0832)   | feature_70 (mu = 0.0536)    | feature_1897 (mu = -0.0546) | feature_888 (mu = -0.0644)  | feature_1446 (mu = 0.0537)  | feature_1616 (mu = -0.0933) |
| 22    | feature_1547 (mu = 0.0674)  | feature_1328 (mu = 0.0832)  | feature_1126 (mu = -0.0519) | feature_619 (mu = -0.0977)  | feature_1505 (mu = -0.0602) | feature_1910 (mu = 0.1099)  | feature_635 (mu = 0.0783)   | feature_507 (mu = -0.0532)  | feature_465 (mu = 0.0543)   | feature_222 (mu = 0.0632)   | feature_1980 (mu = -0.0534) | feature_554 (mu = -0.0926)  |
| 23    | feature_1678 (mu = 0.0663)  | feature_1948 (mu = 0.0817)  | feature_1814 (mu = 0.0519)  | feature_1439 (mu = 0.0960)  | feature_1924 (mu = 0.0596)  | feature_399 (mu = -0.1092)  | feature_248 (mu = -0.0781)  | feature_1633 (mu = -0.0531) | feature_365 (mu = 0.0539)   | feature_1484 (mu = -0.0622) | feature_1033 (mu = -0.0529) | feature_431 (mu = 0.0922)   |
| 24    | feature_922 (mu = -0.0653)  | feature_1579 (mu = -0.0807) | feature_382 (mu = -0.0499)  | feature_491 (mu = 0.0954)   | feature_326 (mu = 0.0583)   | feature_1690 (mu = -0.1076) | feature_134 (mu = 0.0771)   | feature_1553 (mu = -0.0529) | feature_170 (mu = -0.0535)  | feature_306 (mu = 0.0611)   | feature_965 (mu = 0.0510)   | feature_748 (mu = 0.0903)   |
| 25    | feature_1287 (mu = -0.0649) | feature_173 (mu = -0.0801)  | feature_318 (mu = -0.0496)  | feature_63 (mu = -0.0946)   | feature_32 (mu = -0.0580)   | feature_354 (mu = 0.1043)   | feature_1444 (mu = -0.0770) | feature_125 (mu = 0.0523)   | feature_1673 (mu = -0.0535) | feature_1280 (mu = 0.0601)  | feature_1183 (mu = -0.0495) | feature_1786 (mu = -0.0900) |
| 26    | feature_1249 (mu = 0.0645)  | feature_769 (mu = 0.0801)   | feature_820 (mu = -0.0492)  | feature_407 (mu = -0.0945)  | feature_1314 (mu = -0.0579) | feature_598 (mu = -0.1032)  | feature_1500 (mu = -0.0745) | feature_1694 (mu = 0.0519)  | feature_991 (mu = 0.0532)   | feature_1483 (mu = 0.0598)  | feature_695 (mu = 0.0493)   | feature_1446 (mu = -0.0888) |
| 27    | feature_1886 (mu = 0.0640)  | feature_383 (mu = 0.0795)   | feature_107 (mu = -0.0490)  | feature_1620 (mu = -0.0940) | feature_211 (mu = -0.0574)  | feature_269 (mu = 0.1004)   | feature_491 (mu = -0.0742)  | feature_304 (mu = -0.0519)  | feature_287 (mu = 0.0526)   | feature_511 (mu = 0.0589)   | feature_1537 (mu = 0.0487)  | feature_1368 (mu = -0.0877) |
| 28    | feature_383 (mu = 0.0639)   | feature_1648 (mu = -0.0794) | feature_657 (mu = 0.0483)   | feature_649 (mu = -0.0935)  | feature_88 (mu = -0.0573)   | feature_170 (mu = -0.1003)  | feature_662 (mu = -0.0737)  | feature_951 (mu = 0.0517)   | feature_949 (mu = -0.0524)  | feature_1006 (mu = 0.0582)  | feature_1334 (mu = 0.0483)  | feature_628 (mu = 0.0874)   |
| 29    | feature_1086 (mu = -0.0635) | feature_1217 (mu = 0.0791)  | feature_1522 (mu = 0.0476)  | feature_88 (mu = 0.0912)    | feature_283 (mu = -0.0572)  | feature_60 (mu = -0.0997)   | feature_1452 (mu = 0.0736)  | feature_1702 (mu = -0.0517) | feature_1948 (mu = 0.0524)  | feature_1351 (mu = -0.0571) | feature_1211 (mu = 0.0481)  | feature_184 (mu = 0.0862)   |
| 30    | feature_1895 (mu = -0.0632) | feature_1033 (mu = -0.0776) | feature_1189 (mu = 0.0474)  | feature_1796 (mu = 0.0910)  | feature_493 (mu = 0.0568)   | feature_246 (mu = 0.0991)   | feature_1881 (mu = -0.0734) | feature_1878 (mu = -0.0517) | feature_1770 (mu = 0.0522)  | feature_1323 (mu = -0.0566) | feature_649 (mu = -0.0476)  | feature_1287 (mu = 0.0861)  |
| 31    | feature_77 (mu = 0.0629)    | feature_1883 (mu = -0.0770) | feature_494 (mu = -0.0473)  | feature_284 (mu = -0.0909)  | feature_1234 (mu = 0.0568)  | feature_749 (mu = -0.0980)  | feature_586 (mu = 0.0732)   | feature_1473 (mu = 0.0515)  | feature_12 (mu = 0.0518)    | feature_1350 (mu = 0.0558)  | feature_1753 (mu = 0.0476)  | feature_1912 (mu = -0.0850) |
| 32    | feature_707 (mu = 0.0611)   | feature_1444 (mu = -0.0768) | feature_838 (mu = 0.0470)   | feature_877 (mu = -0.0906)  | feature_1386 (mu = 0.0565)  | feature_1856 (mu = -0.0974) | feature_388 (mu = 0.0724)   | feature_1805 (mu = 0.0510)  | feature_168 (mu = 0.0517)   | feature_350 (mu = 0.0555)   | feature_756 (mu = -0.0475)  | feature_1989 (mu = -0.0849) |
| 33    | feature_494 (mu = 0.0611)   | feature_1957 (mu = -0.0765) | feature_236 (mu = -0.0465)  | feature_1424 (mu = 0.0901)  | feature_713 (mu = 0.0565)   | feature_814 (mu = 0.0970)   | feature_1446 (mu = -0.0719) | feature_1498 (mu = 0.0510)  | feature_975 (mu = 0.0513)   | feature_911 (mu = 0.0551)   | feature_1833 (mu = -0.0466) | feature_297 (mu = -0.0845)  |
| 34    | feature_1028 (mu = -0.0596) | feature_60 (mu = -0.0764)   | feature_1760 (mu = 0.0463)  | feature_700 (mu = -0.0899)  | feature_417 (mu = 0.0553)   | feature_1711 (mu = -0.0963) | feature_621 (mu = 0.0716)   | feature_1799 (mu = -0.0506) | feature_1058 (mu = -0.0506) | feature_701 (mu = 0.0544)   | feature_171 (mu = -0.0463)  | feature_1599 (mu = -0.0844) |
| 35    | feature_1912 (mu = 0.0589)  | feature_635 (mu = 0.0761)   | feature_1852 (mu = 0.0459)  | feature_635 (mu = -0.0885)  | feature_635 (mu = 0.0550)   | feature_640 (mu = 0.0950)   | feature_1249 (mu = 0.0712)  | feature_1464 (mu = -0.0505) | feature_1500 (mu = -0.0506) | feature_1722 (mu = -0.0543) | feature_1498 (mu = -0.0460) | feature_490 (mu = 0.0842)   |
| 36    | feature_1933 (mu = -0.0580) | feature_70 (mu = 0.0760)    | feature_754 (mu = 0.0455)   | feature_1690 (mu = 0.0879)  | feature_854 (mu = 0.0547)   | feature_1933 (mu = -0.0947) | feature_235 (mu = -0.0709)  | feature_1394 (mu = -0.0504) | feature_246 (mu = 0.0505)   | feature_1186 (mu = -0.0542) | feature_297 (mu = 0.0454)   | feature_889 (mu = 0.0840)   |
| 37    | feature_814 (mu = 0.0579)   | feature_1856 (mu = -0.0759) | feature_1005 (mu = 0.0445)  | feature_564 (mu = -0.0868)  | feature_365 (mu = -0.0547)  | feature_1058 (mu = -0.0943) | feature_1957 (mu = -0.0698) | feature_1890 (mu = 0.0497)  | feature_1223 (mu = -0.0504) | feature_889 (mu = -0.0530)  | feature_1470 (mu = 0.0451)  | feature_354 (mu = -0.0828)  |
| 38    | feature_448 (mu = 0.0575)   | feature_296 (mu = 0.0755)   | feature_1280 (mu = 0.0445)  | feature_1789 (mu = -0.0865) | feature_1690 (mu = -0.0545) | feature_778 (mu = -0.0942)  | feature_1864 (mu = -0.0695) | feature_1460 (mu = 0.0492)  | feature_90 (mu = -0.0501)   | feature_1762 (mu = -0.0526) | feature_747 (mu = 0.0447)   | feature_483 (mu = -0.0820)  |
| 39    | feature_1323 (mu = -0.0574) | feature_1835 (mu = 0.0750)  | feature_1525 (mu = 0.0444)  | feature_502 (mu = 0.0859)   | feature_1782 (mu = -0.0540) | feature_1912 (mu = 0.0939)  | feature_1670 (mu = -0.0694) | feature_207 (mu = -0.0480)  | feature_290 (mu = 0.0500)   | feature_727 (mu = -0.0520)  | feature_1053 (mu = -0.0446) | feature_23 (mu = -0.0812)   |
| 40    | feature_286 (mu = 0.0571)   | feature_1203 (mu = 0.0748)  | feature_1822 (mu = -0.0435) | feature_70 (mu = -0.0852)   | feature_646 (mu = 0.0539)   | feature_1321 (mu = -0.0929) | feature_1948 (mu = 0.0693)  | feature_1074 (mu = 0.0478)  | feature_1037 (mu = -0.0495) | feature_1799 (mu = 0.0517)  | feature_330 (mu = 0.0444)   | feature_1383 (mu = -0.0811) |
| 41    | feature_98 (mu = 0.0567)    | feature_760 (mu = -0.0748)  | feature_806 (mu = 0.0433)   | feature_134 (mu = -0.0847)  | feature_1404 (mu = 0.0537)  | feature_843 (mu = -0.0922)  | feature_290 (mu = 0.0691)   | feature_173 (mu = -0.0473)  | feature_93 (mu = -0.0494)   | feature_1677 (mu = 0.0515)  | feature_44 (mu = -0.0443)   | feature_1799 (mu = -0.0808) |
| 42    | feature_490 (mu = -0.0562)  | feature_1726 (mu = -0.0744) | feature_1694 (mu = -0.0433) | feature_1989 (mu = 0.0843)  | feature_1715 (mu = 0.0535)  | feature_806 (mu = -0.0919)  | feature_1322 (mu = -0.0683) | feature_1168 (mu = -0.0472) | feature_1829 (mu = 0.0493)  | feature_385 (mu = -0.0513)  | feature_914 (mu = -0.0441)  | feature_1262 (mu = -0.0807) |
| 43    | feature_844 (mu = -0.0559)  | feature_1679 (mu = 0.0741)  | feature_1103 (mu = -0.0430) | feature_172 (mu = 0.0834)   | feature_1561 (mu = -0.0533) | feature_1845 (mu = -0.0913) | feature_780 (mu = -0.0682)  | feature_1139 (mu = -0.0471) | feature_1584 (mu = 0.0484)  | feature_183 (mu = 0.0512)   | feature_1806 (mu = -0.0441) | feature_1890 (mu = 0.0804)  |
| 44    | feature_1497 (mu = -0.0558) | feature_541 (mu = 0.0739)   | feature_98 (mu = -0.0429)   | feature_1135 (mu = 0.0832)  | feature_1575 (mu = -0.0533) | feature_83 (mu = 0.0912)    | feature_1135 (mu = -0.0675) | feature_1172 (mu = 0.0471)  | feature_784 (mu = 0.0484)   | feature_342 (mu = 0.0509)   | feature_841 (mu = -0.0440)  | feature_728 (mu = -0.0803)  |
| 45    | feature_234 (mu = 0.0556)   | feature_929 (mu = 0.0738)   | feature_1844 (mu = -0.0428) | feature_1585 (mu = 0.0826)  | feature_812 (mu = 0.0531)   | feature_786 (mu = -0.0911)  | feature_1480 (mu = -0.0668) | feature_1063 (mu = -0.0467) | feature_1715 (mu = 0.0484)  | feature_164 (mu = 0.0505)   | feature_1579 (mu = -0.0435) | feature_1436 (mu = 0.0802)  |
| 46    | feature_994 (mu = -0.0551)  | feature_718 (mu = 0.0737)   | feature_1640 (mu = 0.0424)  | feature_559 (mu = 0.0825)   | feature_1146 (mu = -0.0527) | feature_49 (mu = 0.0910)    | feature_1642 (mu = -0.0664) | feature_649 (mu = 0.0467)   | feature_1579 (mu = -0.0480) | feature_1844 (mu = -0.0502) | feature_1076 (mu = 0.0434)  | feature_37 (mu = -0.0799)   |
| 47    | feature_1887 (mu = 0.0544)  | feature_1893 (mu = -0.0734) | feature_1372 (mu = -0.0421) | feature_1483 (mu = 0.0824)  | feature_798 (mu = -0.0523)  | feature_293 (mu = -0.0903)  | feature_1975 (mu = -0.0664) | feature_1977 (mu = 0.0466)  | feature_1321 (mu = -0.0478) | feature_1398 (mu = -0.0500) | feature_301 (mu = -0.0431)  | feature_888 (mu = 0.0785)   |
| 48    | feature_402 (mu = -0.0544)  | feature_168 (mu = 0.0731)   | feature_1887 (mu = -0.0420) | feature_137 (mu = 0.0822)   | feature_1871 (mu = -0.0523) | feature_1074 (mu = -0.0902) | feature_64 (mu = 0.0660)    | feature_1952 (mu = -0.0465) | feature_241 (mu = -0.0476)  | feature_657 (mu = 0.0500)   | feature_1188 (mu = 0.0426)  | feature_1778 (mu = -0.0785) |
| 49    | feature_436 (mu = -0.0542)  | feature_79 (mu = -0.0727)   | feature_157 (mu = -0.0418)  | feature_1957 (mu = 0.0820)  | feature_915 (mu = -0.0521)  | feature_1760 (mu = -0.0901) | feature_597 (mu = 0.0658)   | feature_1986 (mu = -0.0465) | feature_1052 (mu = 0.0472)  | feature_788 (mu = 0.0499)   | feature_506 (mu = 0.0426)   | feature_1129 (mu = -0.0775) |
| 50    | feature_83 (mu = 0.0542)    | feature_744 (mu = -0.0714)  | feature_50 (mu = -0.0416)   | feature_1361 (mu = -0.0811) | feature_571 (mu = -0.0519)  | feature_1019 (mu = 0.0893)  | feature_315 (mu = -0.0655)  | feature_536 (mu = 0.0462)   | feature_210 (mu = -0.0472)  | feature_1771 (mu = -0.0495) | feature_1642 (mu = 0.0426)  | feature_306 (mu = -0.0771)  |
| 51    | feature_246 (mu = 0.0541)   | feature_269 (mu = 0.0714)   | feature_622 (mu = 0.0415)   | feature_1085 (mu = 0.0811)  | feature_1103 (mu = -0.0516) | feature_363 (mu = 0.0887)   | feature_459 (mu = -0.0654)  | feature_1402 (mu = -0.0460) | feature_863 (mu = -0.0469)  | feature_1931 (mu = 0.0491)  | feature_336 (mu = -0.0425)  | feature_471 (mu = 0.0768)   |
| 52    | feature_178 (mu = 0.0537)   | feature_1785 (mu = 0.0711)  | feature_885 (mu = 0.0414)   | feature_1619 (mu = -0.0797) | feature_210 (mu = -0.0515)  | feature_820 (mu = -0.0885)  | feature_399 (mu = -0.0653)  | feature_602 (mu = -0.0458)  | feature_1549 (mu = -0.0469) | feature_721 (mu = 0.0491)   | feature_1601 (mu = 0.0425)  | feature_72 (mu = -0.0765)   |
| 53    | feature_1033 (mu = -0.0535) | feature_249 (mu = 0.0708)   | feature_535 (mu = 0.0414)   | feature_1991 (mu = 0.0794)  | feature_1662 (mu = -0.0514) | feature_483 (mu = 0.0884)   | feature_63 (mu = 0.0652)    | feature_622 (mu = -0.0454)  | feature_359 (mu = -0.0464)  | feature_1569 (mu = 0.0490)  | feature_1719 (mu = 0.0423)  | feature_1744 (mu = 0.0760)  |
| 54    | feature_806 (mu = -0.0533)  | feature_86 (mu = -0.0705)   | feature_1624 (mu = -0.0409) | feature_1143 (mu = -0.0792) | feature_1158 (mu = 0.0513)  | feature_707 (mu = 0.0882)   | feature_534 (mu = 0.0652)   | feature_1903 (mu = -0.0454) | feature_374 (mu = 0.0459)   | feature_801 (mu = -0.0485)  | feature_1850 (mu = -0.0422) | feature_201 (mu = 0.0759)   |
| 55    | feature_816 (mu = 0.0530)   | feature_318 (mu = 0.0703)   | feature_1929 (mu = -0.0407) | feature_913 (mu = 0.0788)   | feature_1826 (mu = -0.0513) | feature_1752 (mu = -0.0880) | feature_649 (mu = 0.0649)   | feature_1555 (mu = 0.0452)  | feature_1118 (mu = -0.0459) | feature_1575 (mu = -0.0485) | feature_1332 (mu = 0.0422)  | feature_460 (mu = -0.0758)  |
| 56    | feature_1360 (mu = -0.0529) | feature_534 (mu = 0.0699)   | feature_450 (mu = 0.0405)   | feature_892 (mu = -0.0787)  | feature_222 (mu = 0.0507)   | feature_241 (mu = -0.0877)  | feature_814 (mu = 0.0648)   | feature_508 (mu = -0.0450)  | feature_1893 (mu = -0.0451) | feature_812 (mu = 0.0485)   | feature_50 (mu = 0.0420)    | feature_100 (mu = -0.0754)  |
| 57    | feature_479 (mu = 0.0525)   | feature_261 (mu = 0.0696)   | feature_1612 (mu = -0.0404) | feature_478 (mu = 0.0786)   | feature_1444 (mu = -0.0503) | feature_490 (mu = -0.0872)  | feature_1878 (mu = -0.0647) | feature_201 (mu = 0.0450)   | feature_640 (mu = 0.0450)   | feature_1412 (mu = -0.0484) | feature_148 (mu = -0.0412)  | feature_1692 (mu = -0.0753) |
| 58    | feature_580 (mu = -0.0524)  | feature_1058 (mu = -0.0691) | feature_1598 (mu = 0.0402)  | feature_756 (mu = -0.0782)  | feature_458 (mu = 0.0503)   | feature_600 (mu = 0.0872)   | feature_564 (mu = 0.0647)   | feature_90 (mu = -0.0449)   | feature_419 (mu = 0.0446)   | feature_1321 (mu = -0.0481) | feature_707 (mu = 0.0412)   | feature_208 (mu = -0.0752)  |
| 59    | feature_152 (mu = -0.0520)  | feature_501 (mu = -0.0690)  | feature_1308 (mu = 0.0396)  | feature_586 (mu = -0.0781)  | feature_271 (mu = 0.0502)   | feature_296 (mu = 0.0866)   | feature_478 (mu = -0.0646)  | feature_1670 (mu = -0.0445) | feature_698 (mu = -0.0445)  | feature_1720 (mu = -0.0481) | feature_1871 (mu = -0.0407) | feature_582 (mu = -0.0751)  |
| 60    | feature_1344 (mu = 0.0519)  | feature_1408 (mu = -0.0688) | feature_871 (mu = -0.0395)  | feature_1875 (mu = -0.0780) | feature_1698 (mu = 0.0496)  | feature_77 (mu = 0.0864)    | feature_1701 (mu = -0.0641) | feature_1809 (mu = -0.0442) | feature_749 (mu = -0.0442)  | feature_707 (mu = 0.0477)   | feature_1405 (mu = -0.0405) | feature_1264 (mu = 0.0748)  |
| 61    | feature_1133 (mu = -0.0518) | feature_1612 (mu = 0.0686)  | feature_1139 (mu = 0.0395)  | feature_454 (mu = 0.0775)   | feature_738 (mu = 0.0491)   | feature_494 (mu = 0.0860)   | feature_137 (mu = -0.0639)  | feature_812 (mu = -0.0441)  | feature_1418 (mu = -0.0441) | feature_1597 (mu = -0.0475) | feature_281 (mu = 0.0405)   | feature_452 (mu = -0.0746)  |
| 62    | feature_1901 (mu = -0.0517) | feature_107 (mu = 0.0685)   | feature_1210 (mu = -0.0395) | feature_463 (mu = -0.0767)  | feature_3 (mu = -0.0490)    | feature_219 (mu = -0.0853)  | feature_383 (mu = 0.0639)   | feature_1158 (mu = 0.0441)  | feature_1785 (mu = 0.0439)  | feature_649 (mu = -0.0472)  | feature_1824 (mu = -0.0405) | feature_1553 (mu = -0.0744) |
| 63    | feature_1720 (mu = -0.0516) | feature_1598 (mu = -0.0685) | feature_551 (mu = -0.0395)  | feature_1956 (mu = -0.0767) | feature_831 (mu = -0.0490)  | feature_1575 (mu = -0.0846) | feature_571 (mu = -0.0639)  | feature_1849 (mu = -0.0441) | feature_1135 (mu = -0.0438) | feature_432 (mu = 0.0472)   | feature_1085 (mu = 0.0404)  | feature_1173 (mu = 0.0744)  |
| 64    | feature_29 (mu = -0.0516)   | feature_783 (mu = -0.0682)  | feature_497 (mu = -0.0395)  | feature_786 (mu = 0.0764)   | feature_25 (mu = 0.0489)    | feature_1975 (mu = -0.0846) | feature_1796 (mu = -0.0632) | feature_137 (mu = -0.0439)  | feature_88 (mu = -0.0437)   | feature_1767 (mu = -0.0468) | feature_168 (mu = 0.0398)   | feature_1108 (mu = -0.0741) |
| 65    | feature_1001 (mu = -0.0514) | feature_1742 (mu = 0.0679)  | feature_1305 (mu = 0.0394)  | feature_1452 (mu = -0.0763) | feature_189 (mu = 0.0487)   | feature_37 (mu = 0.0843)    | feature_417 (mu = 0.0625)   | feature_1720 (mu = 0.0439)  | feature_926 (mu = 0.0436)   | feature_1998 (mu = -0.0467) | feature_255 (mu = 0.0393)   | feature_1719 (mu = -0.0737) |
| 66    | feature_185 (mu = 0.0513)   | feature_287 (mu = 0.0678)   | feature_549 (mu = -0.0392)  | feature_1688 (mu = -0.0757) | feature_1996 (mu = -0.0486) | feature_1871 (mu = -0.0837) | feature_1256 (mu = 0.0625)  | feature_986 (mu = -0.0438)  | feature_86 (mu = -0.0435)   | feature_896 (mu = 0.0467)   | feature_396 (mu = -0.0389)  | feature_1947 (mu = 0.0729)  |
| 67    | feature_1173 (mu = -0.0512) | feature_1244 (mu = -0.0676) | feature_713 (mu = 0.0392)   | feature_592 (mu = -0.0757)  | feature_701 (mu = 0.0485)   | feature_1703 (mu = 0.0833)  | feature_1439 (mu = -0.0624) | feature_1173 (mu = 0.0438)  | feature_269 (mu = 0.0434)   | feature_1786 (mu = 0.0465)  | feature_383 (mu = 0.0388)   | feature_1453 (mu = -0.0729) |
| 68    | feature_241 (mu = -0.0509)  | feature_788 (mu = -0.0675)  | feature_739 (mu = 0.0390)   | feature_747 (mu = 0.0753)   | feature_1419 (mu = -0.0483) | feature_1547 (mu = 0.0826)  | feature_847 (mu = 0.0621)   | feature_830 (mu = -0.0438)  | feature_597 (mu = 0.0432)   | feature_1537 (mu = 0.0463)  | feature_1019 (mu = 0.0386)  | feature_90 (mu = -0.0724)   |
| 69    | feature_455 (mu = 0.0507)   | feature_1293 (mu = 0.0673)  | feature_237 (mu = 0.0387)   | feature_847 (mu = -0.0749)  | feature_1667 (mu = -0.0483) | feature_172 (mu = -0.0824)  | feature_574 (mu = 0.0617)   | feature_1261 (mu = 0.0437)  | feature_1322 (mu = -0.0432) | feature_85 (mu = 0.0462)    | feature_152 (mu = -0.0381)  | feature_169 (mu = 0.0721)   |
| 70    | feature_261 (mu = 0.0507)   | feature_494 (mu = 0.0665)   | feature_391 (mu = 0.0384)   | feature_1229 (mu = -0.0748) | feature_945 (mu = -0.0480)  | feature_1602 (mu = -0.0822) | feature_88 (mu = -0.0610)   | feature_674 (mu = 0.0437)   | feature_635 (mu = 0.0432)   | feature_978 (mu = 0.0461)   | feature_973 (mu = -0.0380)  | feature_1001 (mu = 0.0718)  |
| 71    | feature_116 (mu = -0.0507)  | feature_1437 (mu = -0.0661) | feature_1355 (mu = 0.0383)  | feature_947 (mu = 0.0748)   | feature_749 (mu = -0.0480)  | feature_1579 (mu = -0.0821) | feature_806 (mu = -0.0610)  | feature_1227 (mu = 0.0431)  | feature_1971 (mu = 0.0428)  | feature_846 (mu = 0.0460)   | feature_83 (mu = 0.0380)    | feature_515 (mu = -0.0717)  |
| 72    | feature_1108 (mu = 0.0504)  | feature_1133 (mu = -0.0661) | feature_489 (mu = 0.0382)   | feature_1399 (mu = -0.0746) | feature_1512 (mu = 0.0478)  | feature_12 (mu = 0.0821)    | feature_772 (mu = -0.0603)  | feature_872 (mu = -0.0428)  | feature_1299 (mu = 0.0424)  | feature_942 (mu = 0.0460)   | feature_1276 (mu = -0.0380) | feature_316 (mu = -0.0715)  |
| 73    | feature_972 (mu = -0.0504)  | feature_598 (mu = -0.0650)  | feature_1942 (mu = 0.0381)  | feature_471 (mu = -0.0745)  | feature_1323 (mu = -0.0478) | feature_630 (mu = -0.0817)  | feature_700 (mu = 0.0603)   | feature_489 (mu = -0.0427)  | feature_83 (mu = 0.0422)    | feature_1884 (mu = 0.0459)  | feature_1641 (mu = -0.0380) | feature_707 (mu = -0.0712)  |
| 74    | feature_1294 (mu = 0.0502)  | feature_357 (mu = 0.0648)   | feature_140 (mu = 0.0381)   | feature_911 (mu = 0.0739)   | feature_799 (mu = 0.0476)   | feature_1738 (mu = 0.0817)  | feature_1690 (mu = -0.0603) | feature_1697 (mu = 0.0423)  | feature_425 (mu = 0.0422)   | feature_1034 (mu = 0.0458)  | feature_153 (mu = 0.0378)   | feature_1931 (mu = -0.0712) |
| 75    | feature_1382 (mu = -0.0501) | feature_170 (mu = -0.0646)  | feature_1339 (mu = 0.0378)  | feature_1824 (mu = -0.0738) | feature_1350 (mu = 0.0475)  | feature_1108 (mu = 0.0817)  | feature_407 (mu = 0.0603)   | feature_171 (mu = 0.0423)   | feature_1942 (mu = -0.0421) | feature_1 (mu = -0.0457)    | feature_727 (mu = -0.0378)  | feature_1113 (mu = -0.0710) |
| 76    | feature_36 (mu = -0.0499)   | feature_798 (mu = 0.0642)   | feature_1928 (mu = 0.0378)  | feature_1054 (mu = 0.0731)  | feature_403 (mu = -0.0475)  | feature_635 (mu = 0.0814)   | feature_675 (mu = -0.0601)  | feature_1438 (mu = -0.0421) | feature_1752 (mu = -0.0421) | feature_1481 (mu = -0.0456) | feature_1999 (mu = -0.0376) | feature_871 (mu = -0.0709)  |
| 77    | feature_1436 (mu = -0.0495) | feature_208 (mu = 0.0638)   | feature_1202 (mu = -0.0377) | feature_788 (mu = 0.0727)   | feature_861 (mu = -0.0473)  | feature_1012 (mu = 0.0813)  | feature_1721 (mu = 0.0598)  | feature_1181 (mu = 0.0420)  | feature_357 (mu = 0.0421)   | feature_1348 (mu = 0.0455)  | feature_1 (mu = -0.0371)    | feature_76 (mu = -0.0706)   |
| 78    | feature_544 (mu = -0.0493)  | feature_1189 (mu = -0.0637) | None                        | feature_1583 (mu = -0.0727) | feature_38 (mu = -0.0472)   | feature_994 (mu = -0.0811)  | feature_786 (mu = -0.0597)  | feature_1786 (mu = -0.0417) | feature_534 (mu = 0.0419)   | feature_1108 (mu = 0.0455)  | feature_1589 (mu = -0.0370) | feature_1866 (mu = 0.0705)  |
| 79    | feature_1696 (mu = 0.0493)  | feature_1712 (mu = 0.0636)  | None                        | feature_1975 (mu = 0.0726)  | feature_752 (mu = -0.0472)  | feature_922 (mu = -0.0809)  | feature_1719 (mu = -0.0595) | feature_1644 (mu = -0.0416) | feature_848 (mu = -0.0419)  | feature_1009 (mu = 0.0454)  | feature_1345 (mu = -0.0370) | feature_1498 (mu = 0.0701)  |
| 80    | feature_627 (mu = 0.0492)   | feature_1223 (mu = -0.0635) | None                        | feature_537 (mu = 0.0722)   | feature_1766 (mu = 0.0471)  | feature_287 (mu = 0.0809)   | feature_985 (mu = -0.0593)  | feature_1836 (mu = -0.0415) | feature_662 (mu = -0.0418)  | feature_880 (mu = -0.0454)  | feature_1878 (mu = 0.0369)  | feature_126 (mu = -0.0700)  |
| 81    | feature_597 (mu = 0.0490)   | feature_1130 (mu = -0.0631) | None                        | feature_1951 (mu = -0.0721) | feature_673 (mu = 0.0470)   | feature_844 (mu = -0.0808)  | feature_1223 (mu = -0.0589) | feature_1368 (mu = -0.0415) | feature_1504 (mu = -0.0418) | feature_402 (mu = -0.0453)  | feature_953 (mu = -0.0368)  | feature_649 (mu = 0.0698)   |
| 82    | feature_312 (mu = 0.0489)   | feature_1574 (mu = 0.0630)  | None                        | feature_1726 (mu = 0.0721)  | feature_1379 (mu = -0.0468) | feature_152 (mu = -0.0807)  | feature_1317 (mu = -0.0587) | feature_1323 (mu = 0.0414)  | feature_1099 (mu = 0.0417)  | feature_282 (mu = -0.0451)  | feature_48 (mu = -0.0366)   | feature_1560 (mu = 0.0696)  |
| 83    | feature_318 (mu = 0.0489)   | feature_564 (mu = 0.0628)   | None                        | feature_383 (mu = -0.0721)  | feature_1420 (mu = 0.0467)  | feature_580 (mu = -0.0807)  | feature_532 (mu = -0.0586)  | feature_175 (mu = -0.0413)  | feature_998 (mu = 0.0417)   | feature_712 (mu = 0.0446)   | feature_1383 (mu = 0.0366)  | feature_152 (mu = 0.0696)   |
| 84    | feature_914 (mu = -0.0488)  | feature_40 (mu = 0.0624)    | None                        | feature_272 (mu = -0.0717)  | feature_955 (mu = 0.0464)   | feature_972 (mu = -0.0807)  | feature_836 (mu = -0.0586)  | feature_231 (mu = 0.0413)   | feature_1883 (mu = -0.0416) | feature_1090 (mu = 0.0445)  | feature_76 (mu = 0.0365)    | feature_494 (mu = -0.0696)  |
| 85    | feature_169 (mu = -0.0487)  | feature_363 (mu = 0.0622)   | None                        | feature_1457 (mu = -0.0715) | feature_1540 (mu = -0.0463) | feature_991 (mu = 0.0798)   | feature_1728 (mu = 0.0586)  | feature_1489 (mu = -0.0410) | feature_1568 (mu = 0.0416)  | feature_1033 (mu = -0.0444) | feature_1962 (mu = -0.0363) | feature_103 (mu = 0.0693)   |
| 86    | feature_3 (mu = -0.0487)    | feature_1984 (mu = -0.0621) | None                        | feature_320 (mu = -0.0714)  | feature_1863 (mu = -0.0461) | feature_1648 (mu = -0.0797) | feature_537 (mu = -0.0585)  | feature_511 (mu = -0.0410)  | feature_1507 (mu = -0.0415) | feature_330 (mu = 0.0444)   | feature_1037 (mu = -0.0363) | feature_1360 (mu = 0.0691)  |
| 87    | feature_1175 (mu = 0.0486)  | feature_922 (mu = -0.0619)  | None                        | feature_1567 (mu = -0.0714) | feature_114 (mu = 0.0460)   | feature_1598 (mu = -0.0796) | feature_1963 (mu = -0.0585) | feature_1769 (mu = -0.0408) | feature_1870 (mu = -0.0414) | feature_234 (mu = 0.0444)   | feature_1140 (mu = -0.0363) | feature_1716 (mu = -0.0691) |
| 88    | feature_872 (mu = 0.0486)   | feature_1969 (mu = -0.0618) | None                        | feature_1897 (mu = 0.0712)  | feature_753 (mu = 0.0458)   | feature_1294 (mu = 0.0795)  | feature_1040 (mu = 0.0584)  | feature_1034 (mu = -0.0408) | feature_1858 (mu = 0.0412)  | feature_1264 (mu = -0.0443) | feature_133 (mu = -0.0362)  | feature_234 (mu = -0.0688)  |
| 89    | feature_1638 (mu = -0.0486) | feature_1711 (mu = -0.0617) | None                        | feature_1614 (mu = 0.0711)  | feature_1654 (mu = -0.0457) | feature_1085 (mu = -0.0795) | feature_40 (mu = 0.0584)    | feature_1806 (mu = 0.0406)  | feature_1464 (mu = -0.0408) | feature_994 (mu = -0.0442)  | feature_871 (mu = 0.0361)   | feature_844 (mu = 0.0686)   |
| 90    | feature_1495 (mu = 0.0485)  | feature_1139 (mu = -0.0615) | None                        | feature_1728 (mu = -0.0710) | feature_396 (mu = 0.0455)   | feature_1918 (mu = 0.0794)  | feature_991 (mu = 0.0583)   | feature_1741 (mu = 0.0405)  | feature_1826 (mu = -0.0407) | feature_1895 (mu = -0.0442) | feature_149 (mu = -0.0361)  | feature_1630 (mu = -0.0685) |
| 91    | feature_1328 (mu = 0.0485)  | feature_1690 (mu = -0.0612) | None                        | feature_574 (mu = -0.0710)  | feature_1230 (mu = 0.0455)  | feature_543 (mu = 0.0793)   | feature_1828 (mu = -0.0581) | feature_1719 (mu = -0.0402) | feature_1711 (mu = -0.0406) | feature_1706 (mu = 0.0440)  | feature_640 (mu = 0.0358)   | feature_978 (mu = -0.0685)  |
| 92    | feature_438 (mu = -0.0481)  | feature_490 (mu = -0.0609)  | None                        | feature_1601 (mu = 0.0706)  | feature_1641 (mu = 0.0454)  | feature_508 (mu = 0.0792)   | feature_1843 (mu = 0.0581)  | feature_1897 (mu = -0.0402) | feature_1444 (mu = -0.0406) | feature_628 (mu = -0.0439)  | feature_943 (mu = 0.0358)   | feature_639 (mu = -0.0684)  |
| 93    | feature_541 (mu = 0.0481)   | feature_870 (mu = 0.0607)   | None                        | feature_851 (mu = -0.0705)  | feature_1519 (mu = -0.0454) | feature_1253 (mu = -0.0788) | feature_171 (mu = 0.0580)   | feature_1166 (mu = 0.0398)  | feature_1864 (mu = -0.0405) | feature_207 (mu = 0.0438)   | feature_574 (mu = -0.0357)  | feature_1361 (mu = 0.0682)  |
| 94    | feature_1262 (mu = 0.0480)  | feature_1980 (mu = -0.0607) | None                        | feature_260 (mu = -0.0703)  | feature_994 (mu = -0.0453)  | feature_1785 (mu = 0.0788)  | feature_1318 (mu = 0.0579)  | feature_1967 (mu = 0.0397)  | feature_811 (mu = 0.0403)   | feature_297 (mu = 0.0433)   | feature_1429 (mu = -0.0357) | feature_1456 (mu = -0.0682) |
| 95    | feature_695 (mu = 0.0478)   | feature_1412 (mu = 0.0607)  | None                        | feature_1996 (mu = 0.0702)  | feature_1346 (mu = -0.0452) | feature_728 (mu = 0.0787)   | feature_1908 (mu = 0.0577)  | feature_237 (mu = -0.0394)  | feature_501 (mu = -0.0403)  | feature_641 (mu = -0.0433)  | feature_964 (mu = -0.0355)  | feature_695 (mu = -0.0681)  |
| 96    | feature_543 (mu = 0.0478)   | feature_1820 (mu = -0.0607) | None                        | feature_856 (mu = -0.0698)  | feature_1504 (mu = -0.0451) | feature_383 (mu = 0.0780)   | feature_840 (mu = -0.0577)  | feature_44 (mu = 0.0393)    | feature_541 (mu = 0.0402)   | feature_208 (mu = 0.0431)   | feature_1251 (mu = -0.0355) | feature_1463 (mu = -0.0679) |
| 97    | feature_1786 (mu = 0.0478)  | feature_1440 (mu = -0.0606) | None                        | feature_1828 (mu = 0.0698)  | feature_1721 (mu = 0.0450)  | feature_307 (mu = -0.0778)  | feature_1469 (mu = 0.0577)  | feature_1618 (mu = -0.0391) | feature_1005 (mu = -0.0402) | feature_747 (mu = 0.0430)   | feature_1674 (mu = -0.0354) | feature_1711 (mu = 0.0678)  |
| 98    | feature_262 (mu = -0.0477)  | feature_1324 (mu = -0.0605) | None                        | feature_886 (mu = -0.0698)  | feature_857 (mu = 0.0449)   | feature_780 (mu = -0.0777)  | feature_1085 (mu = -0.0575) | feature_530 (mu = -0.0390)  | feature_1874 (mu = 0.0398)  | feature_324 (mu = -0.0429)  | feature_1191 (mu = 0.0354)  | feature_1753 (mu = -0.0676) |
| 99    | feature_1076 (mu = 0.0477)  | feature_707 (mu = 0.0605)   | None                        | feature_675 (mu = 0.0690)   | feature_656 (mu = -0.0448)  | feature_436 (mu = -0.0777)  | feature_1521 (mu = 0.0574)  | None                        | feature_1237 (mu = 0.0397)  | feature_1000 (mu = -0.0429) | feature_1234 (mu = -0.0354) | feature_1404 (mu = 0.0676)  |
| 100   | feature_776 (mu = 0.0475)   | feature_617 (mu = -0.0603)  | None                        | feature_1277 (mu = -0.0690) | feature_772 (mu = -0.0446)  | feature_1230 (mu = 0.0775)  | feature_973 (mu = 0.0572)   | None                        | feature_399 (mu = -0.0395)  | feature_1699 (mu = 0.0427)  | feature_72 (mu = 0.0354)    | feature_586 (mu = 0.0674)   |
| 101   | feature_1989 (mu = 0.0472)  | feature_728 (mu = 0.0602)   | None                        | feature_1268 (mu = 0.0687)  | feature_1913 (mu = 0.0444)  | feature_1001 (mu = -0.0775) | feature_1805 (mu = 0.0572)  | None                        | feature_171 (mu = 0.0395)   | feature_226 (mu = 0.0427)   | feature_700 (mu = -0.0354)  | feature_8 (mu = 0.0674)     |
| 102   | feature_1211 (mu = 0.0470)  | feature_1382 (mu = -0.0601) | None                        | feature_1322 (mu = 0.0681)  | feature_83 (mu = 0.0444)    | feature_1828 (mu = -0.0773) | feature_1399 (mu = 0.0569)  | None                        | feature_1599 (mu = 0.0395)  | feature_1878 (mu = 0.0427)  | feature_808 (mu = 0.0353)   | feature_843 (mu = 0.0671)   |
| 103   | feature_1125 (mu = 0.0470)  | feature_436 (mu = -0.0601)  | None                        | feature_1849 (mu = 0.0679)  | feature_1986 (mu = 0.0443)  | feature_1191 (mu = 0.0772)  | feature_6 (mu = -0.0569)    | None                        | feature_70 (mu = 0.0393)    | feature_1334 (mu = 0.0427)  | feature_1453 (mu = 0.0353)  | feature_221 (mu = -0.0664)  |
| 104   | feature_1176 (mu = -0.0470) | feature_402 (mu = -0.0599)  | None                        | feature_158 (mu = -0.0676)  | feature_349 (mu = -0.0442)  | feature_1647 (mu = 0.0771)  | feature_639 (mu = -0.0566)  | None                        | feature_1797 (mu = -0.0393) | feature_838 (mu = 0.0426)   | feature_376 (mu = 0.0353)   | feature_1242 (mu = -0.0664) |
| 105   | feature_727 (mu = -0.0468)  | feature_14 (mu = 0.0598)    | None                        | feature_978 (mu = 0.0676)   | feature_1815 (mu = -0.0442) | feature_1 (mu = -0.0771)    | feature_565 (mu = 0.0564)   | None                        | None                        | feature_1315 (mu = 0.0425)  | feature_103 (mu = -0.0352)  | feature_1089 (mu = 0.0664)  |
| 106   | feature_1602 (mu = -0.0466) | feature_814 (mu = 0.0598)   | None                        | feature_1053 (mu = -0.0674) | feature_1455 (mu = 0.0441)  | feature_1662 (mu = 0.0770)  | feature_838 (mu = -0.0564)  | None                        | None                        | feature_127 (mu = -0.0424)  | feature_977 (mu = -0.0351)  | feature_925 (mu = -0.0663)  |
| 107   | feature_1543 (mu = -0.0466) | feature_24 (mu = 0.0597)    | None                        | feature_1715 (mu = -0.0662) | feature_1257 (mu = -0.0440) | feature_29 (mu = -0.0767)   | feature_1045 (mu = 0.0561)  | None                        | None                        | feature_1890 (mu = -0.0422) | feature_310 (mu = 0.0351)   | feature_842 (mu = -0.0660)  |
| 108   | feature_871 (mu = 0.0466)   | feature_1743 (mu = 0.0597)  | None                        | feature_1670 (mu = 0.0657)  | feature_1 (mu = -0.0438)    | feature_628 (mu = -0.0767)  | feature_942 (mu = -0.0561)  | None                        | None                        | feature_1434 (mu = 0.0422)  | feature_844 (mu = -0.0351)  | feature_250 (mu = -0.0660)  |
| 109   | feature_892 (mu = 0.0465)   | feature_290 (mu = 0.0597)   | None                        | feature_175 (mu = 0.0653)   | feature_820 (mu = -0.0438)  | feature_1860 (mu = 0.0766)  | feature_995 (mu = 0.0558)   | None                        | None                        | feature_1734 (mu = 0.0422)  | feature_114 (mu = -0.0350)  | feature_1473 (mu = 0.0659)  |
| 110   | feature_936 (mu = -0.0465)  | feature_629 (mu = -0.0597)  | None                        | feature_50 (mu = 0.0651)    | feature_320 (mu = 0.0438)   | feature_1588 (mu = 0.0765)  | feature_1438 (mu = -0.0556) | None                        | None                        | feature_232 (mu = -0.0419)  | feature_1094 (mu = -0.0350) | feature_747 (mu = -0.0659)  |
| 111   | feature_1785 (mu = 0.0463)  | feature_407 (mu = 0.0594)   | None                        | feature_703 (mu = -0.0645)  | feature_1152 (mu = 0.0437)  | feature_1223 (mu = -0.0765) | feature_1998 (mu = 0.0553)  | None                        | None                        | feature_44 (mu = -0.0419)   | feature_1189 (mu = -0.0349) | feature_1222 (mu = 0.0657)  |
| 112   | feature_49 (mu = 0.0463)    | feature_83 (mu = 0.0594)    | None                        | feature_548 (mu = -0.0645)  | feature_1474 (mu = -0.0435) | feature_305 (mu = -0.0758)  | feature_856 (mu = 0.0549)   | None                        | None                        | feature_1832 (mu = -0.0418) | feature_1553 (mu = 0.0349)  | feature_1760 (mu = 0.0657)  |
| 113   | feature_1446 (mu = 0.0461)  | feature_802 (mu = 0.0592)   | None                        | feature_1012 (mu = -0.0644) | feature_1482 (mu = -0.0434) | feature_1957 (mu = -0.0747) | feature_110 (mu = 0.0549)   | None                        | None                        | feature_4 (mu = 0.0418)     | feature_852 (mu = -0.0348)  | feature_1033 (mu = 0.0657)  |
| 114   | None                        | feature_1111 (mu = 0.0591)  | None                        | feature_1444 (mu = 0.0642)  | feature_8 (mu = 0.0433)     | feature_173 (mu = -0.0746)  | feature_782 (mu = 0.0548)   | None                        | None                        | feature_1249 (mu = -0.0416) | feature_559 (mu = 0.0348)   | feature_1188 (mu = -0.0656) |
| 115   | None                        | feature_1770 (mu = 0.0591)  | None                        | feature_797 (mu = 0.0641)   | feature_164 (mu = 0.0433)   | feature_554 (mu = 0.0746)   | feature_393 (mu = 0.0548)   | None                        | None                        | feature_25 (mu = 0.0415)    | feature_537 (mu = 0.0347)   | feature_1806 (mu = 0.0655)  |
| 116   | None                        | feature_381 (mu = 0.0588)   | None                        | feature_1302 (mu = 0.0639)  | feature_1186 (mu = -0.0433) | feature_1971 (mu = 0.0746)  | feature_749 (mu = -0.0546)  | None                        | None                        | feature_1389 (mu = 0.0415)  | feature_1563 (mu = 0.0347)  | feature_312 (mu = -0.0655)  |
| 117   | None                        | feature_1012 (mu = 0.0587)  | None                        | feature_1806 (mu = -0.0638) | feature_967 (mu = -0.0433)  | feature_212 (mu = -0.0745)  | feature_1482 (mu = -0.0544) | None                        | None                        | feature_235 (mu = 0.0414)   | feature_909 (mu = 0.0346)   | feature_1476 (mu = 0.0652)  |
| 118   | None                        | None                        | None                        | feature_1420 (mu = -0.0638) | feature_1425 (mu = 0.0430)  | None                        | feature_548 (mu = 0.0544)   | None                        | None                        | feature_179 (mu = -0.0414)  | feature_703 (mu = -0.0346)  | feature_1189 (mu = 0.0651)  |
| 119   | None                        | None                        | None                        | feature_602 (mu = 0.0637)   | feature_292 (mu = 0.0429)   | None                        | feature_1555 (mu = 0.0543)  | None                        | None                        | feature_935 (mu = 0.0413)   | feature_1077 (mu = 0.0346)  | feature_576 (mu = 0.0651)   |
| 120   | None                        | None                        | None                        | feature_1857 (mu = -0.0637) | feature_1771 (mu = -0.0428) | None                        | feature_1758 (mu = -0.0543) | None                        | None                        | feature_1719 (mu = 0.0412)  | feature_1786 (mu = 0.0345)  | feature_1878 (mu = -0.0651) |
| 121   | None                        | None                        | None                        | feature_1948 (mu = -0.0637) | feature_208 (mu = 0.0428)   | None                        | feature_1950 (mu = 0.0542)  | None                        | None                        | feature_1107 (mu = 0.0410)  | feature_498 (mu = -0.0345)  | feature_1565 (mu = -0.0649) |
| 122   | None                        | None                        | None                        | feature_656 (mu = 0.0636)   | None                        | None                        | feature_467 (mu = 0.0542)   | None                        | None                        | feature_925 (mu = 0.0409)   | feature_100 (mu = 0.0344)   | feature_1086 (mu = 0.0647)  |
| 123   | None                        | None                        | None                        | feature_21 (mu = -0.0636)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1886 (mu = 0.0344)  | feature_1516 (mu = 0.0647)  |
| 124   | None                        | None                        | None                        | feature_1762 (mu = -0.0635) | None                        | None                        | None                        | None                        | None                        | None                        | feature_872 (mu = 0.0342)   | feature_336 (mu = 0.0645)   |
| 125   | None                        | None                        | None                        | feature_57 (mu = 0.0633)    | None                        | None                        | None                        | None                        | None                        | None                        | feature_303 (mu = 0.0340)   | feature_1191 (mu = -0.0645) |
| 126   | None                        | None                        | None                        | feature_831 (mu = 0.0632)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1910 (mu = 0.0340)  | feature_1923 (mu = -0.0641) |
| 127   | None                        | None                        | None                        | feature_1504 (mu = 0.0632)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_69 (mu = -0.0339)   | feature_893 (mu = 0.0640)   |
| 128   | None                        | None                        | None                        | feature_679 (mu = -0.0630)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_972 (mu = -0.0339)  | feature_1394 (mu = -0.0638) |
| 129   | None                        | None                        | None                        | feature_1498 (mu = -0.0630) | None                        | None                        | None                        | None                        | None                        | None                        | feature_610 (mu = -0.0338)  | feature_1211 (mu = -0.0637) |
| 130   | None                        | None                        | None                        | feature_1045 (mu = -0.0628) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1679 (mu = 0.0337)  | feature_1080 (mu = 0.0637)  |
| 131   | None                        | None                        | None                        | feature_962 (mu = 0.0627)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_457 (mu = -0.0337)  | feature_318 (mu = -0.0637)  |
| 132   | None                        | None                        | None                        | feature_1335 (mu = -0.0625) | None                        | None                        | None                        | None                        | None                        | None                        | feature_778 (mu = -0.0337)  | feature_1617 (mu = 0.0635)  |
| 133   | None                        | None                        | None                        | feature_234 (mu = 0.0625)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_789 (mu = 0.0336)   | feature_1497 (mu = 0.0634)  |
| 134   | None                        | None                        | None                        | feature_1678 (mu = 0.0624)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1497 (mu = -0.0336) | feature_236 (mu = -0.0632)  |
| 135   | None                        | None                        | None                        | feature_1823 (mu = -0.0623) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_122 (mu = 0.0632)   |
| 136   | None                        | None                        | None                        | feature_632 (mu = -0.0623)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1208 (mu = -0.0632) |
| 137   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_157 (mu = -0.0631)  |
| 138   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_806 (mu = 0.0627)   |
| 139   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1763 (mu = -0.0626) |
| 140   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1103 (mu = -0.0623) |
| 141   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_922 (mu = 0.0622)   |
| 142   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_1334 (mu = -0.0621) |
| 143   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_34 (mu = -0.0620)   |
| 144   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_365 (mu = 0.0620)   |
| 145   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_290 (mu = 0.0620)   |


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       | 294.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 279.000 |
| Recall                 | 1.000   |
| Precision              | 0.051   |
| F1_Score               | 0.097   |
| Jaccard                | 0.051   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.949   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.140   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 6.803   |

## 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']


 - 294 discovered features:
   ['feature_1006', 'feature_1028', 'feature_1033', 'feature_1037', 'feature_1050', 'feature_1051', 'feature_1053', 'feature_1058', 'feature_107', 'feature_1076', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1113', 'feature_1126', 'feature_1129', 'feature_1135', 'feature_1143', 'feature_1158', 'feature_1175', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_1189', 'feature_12', 'feature_1203', 'feature_1211', 'feature_1217', 'feature_1223', 'feature_1234', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1262', 'feature_1280', 'feature_1287', 'feature_1307', 'feature_1314', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1334', 'feature_134', 'feature_1349', 'feature_1350', 'feature_1351', 'feature_1361', 'feature_1363', 'feature_1368', 'feature_137', 'feature_1383', 'feature_1386', 'feature_1394', 'feature_1396', 'feature_1404', 'feature_1420', 'feature_1424', 'feature_1435', 'feature_1436', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1446', 'feature_1452', 'feature_1460', 'feature_1464', 'feature_1470', 'feature_1473', 'feature_1483', 'feature_1484', 'feature_1487', 'feature_1498', 'feature_1500', 'feature_1505', 'feature_1522', 'feature_1537', 'feature_1545', 'feature_1547', 'feature_1553', 'feature_1561', 'feature_1574', 'feature_1575', 'feature_1579', 'feature_1585', 'feature_1589', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1611', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1633', 'feature_1642', 'feature_1648', 'feature_1662', 'feature_1670', 'feature_1672', 'feature_1673', 'feature_1676', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1690', 'feature_1694', 'feature_170', 'feature_1702', 'feature_171', 'feature_1711', 'feature_1715', 'feature_1719', 'feature_172', 'feature_1722', 'feature_1726', 'feature_173', 'feature_1752', 'feature_1753', 'feature_1762', 'feature_1770', 'feature_1778', 'feature_178', 'feature_1782', 'feature_1786', 'feature_1789', 'feature_1796', 'feature_1799', 'feature_1805', 'feature_1806', 'feature_1814', 'feature_1829', 'feature_183', 'feature_1833', 'feature_1835', 'feature_184', 'feature_1850', 'feature_1856', 'feature_1860', 'feature_1864', 'feature_1866', 'feature_187', 'feature_1875', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1886', 'feature_1890', 'feature_1893', 'feature_1895', 'feature_1897', 'feature_1907', 'feature_1910', 'feature_1912', 'feature_1924', 'feature_1931', 'feature_1933', 'feature_1942', 'feature_1948', 'feature_1949', 'feature_1951', 'feature_1957', 'feature_1980', 'feature_1989', 'feature_1991', 'feature_206', 'feature_208', 'feature_211', 'feature_222', 'feature_23', 'feature_233', 'feature_235', 'feature_241', 'feature_246', 'feature_248', 'feature_269', 'feature_28', 'feature_283', 'feature_284', 'feature_287', 'feature_290', 'feature_296', 'feature_297', 'feature_301', 'feature_304', 'feature_306', 'feature_318', 'feature_32', 'feature_326', 'feature_330', 'feature_336', 'feature_350', 'feature_354', 'feature_365', 'feature_37', 'feature_376', 'feature_382', 'feature_383', 'feature_385', 'feature_388', 'feature_399', 'feature_407', 'feature_415', 'feature_417', 'feature_431', 'feature_436', 'feature_44', 'feature_465', 'feature_478', 'feature_483', 'feature_490', 'feature_491', 'feature_493', 'feature_494', 'feature_50', 'feature_502', 'feature_506', 'feature_507', 'feature_511', 'feature_521', 'feature_534', 'feature_541', 'feature_554', 'feature_559', 'feature_564', 'feature_570', 'feature_586', 'feature_598', 'feature_60', 'feature_619', 'feature_621', 'feature_628', 'feature_63', 'feature_635', 'feature_640', 'feature_646', 'feature_649', 'feature_657', 'feature_662', 'feature_695', 'feature_70', 'feature_700', 'feature_701', 'feature_707', 'feature_713', 'feature_715', 'feature_718', 'feature_727', 'feature_728', 'feature_741', 'feature_747', 'feature_748', 'feature_749', 'feature_756', 'feature_760', 'feature_764', 'feature_769', 'feature_77', 'feature_778', 'feature_780', 'feature_814', 'feature_820', 'feature_833', 'feature_841', 'feature_854', 'feature_866', 'feature_877', 'feature_88', 'feature_888', 'feature_889', 'feature_892', 'feature_899', 'feature_90', 'feature_900', 'feature_911', 'feature_913', 'feature_914', 'feature_922', 'feature_929', 'feature_93', 'feature_930', 'feature_944', 'feature_949', 'feature_951', 'feature_955', 'feature_96', 'feature_965', 'feature_975', 'feature_98', 'feature_991', 'feature_999']

 - 0 missed true support features:
   []

 - 279 extra features found (not in true support):
   ['feature_1006', 'feature_1028', 'feature_1033', 'feature_1037', 'feature_1050', 'feature_1053', 'feature_1058', 'feature_107', 'feature_1076', 'feature_1083', 'feature_1085', 'feature_1086', 'feature_1113', 'feature_1126', 'feature_1129', 'feature_1135', 'feature_1143', 'feature_1158', 'feature_1175', 'feature_1183', 'feature_1186', 'feature_1188', 'feature_1189', 'feature_12', 'feature_1203', 'feature_1211', 'feature_1217', 'feature_1223', 'feature_1234', 'feature_1249', 'feature_125', 'feature_1250', 'feature_1262', 'feature_1280', 'feature_1287', 'feature_1314', 'feature_1321', 'feature_1322', 'feature_1323', 'feature_1324', 'feature_1328', 'feature_133', 'feature_1332', 'feature_1334', 'feature_134', 'feature_1349', 'feature_1350', 'feature_1351', 'feature_1361', 'feature_1363', 'feature_1368', 'feature_137', 'feature_1383', 'feature_1386', 'feature_1394', 'feature_1396', 'feature_1404', 'feature_1420', 'feature_1424', 'feature_1435', 'feature_1436', 'feature_1439', 'feature_1440', 'feature_1444', 'feature_1446', 'feature_1452', 'feature_1460', 'feature_1464', 'feature_1473', 'feature_1483', 'feature_1484', 'feature_1487', 'feature_1498', 'feature_1500', 'feature_1505', 'feature_1537', 'feature_1547', 'feature_1553', 'feature_1561', 'feature_1574', 'feature_1575', 'feature_1579', 'feature_1585', 'feature_1589', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1611', 'feature_1616', 'feature_1619', 'feature_1620', 'feature_1633', 'feature_1642', 'feature_1648', 'feature_1662', 'feature_1670', 'feature_1672', 'feature_1673', 'feature_1677', 'feature_1678', 'feature_1679', 'feature_168', 'feature_1690', 'feature_1694', 'feature_170', 'feature_1702', 'feature_171', 'feature_1711', 'feature_1715', 'feature_1719', 'feature_172', 'feature_1722', 'feature_1726', 'feature_173', 'feature_1752', 'feature_1753', 'feature_1762', 'feature_1770', 'feature_1778', 'feature_1782', 'feature_1786', 'feature_1789', 'feature_1796', 'feature_1799', 'feature_1805', 'feature_1806', 'feature_1814', 'feature_1829', 'feature_183', 'feature_1833', 'feature_1835', 'feature_184', 'feature_1850', 'feature_1856', 'feature_1860', 'feature_1864', 'feature_1866', 'feature_1875', 'feature_1878', 'feature_1881', 'feature_1883', 'feature_1886', 'feature_1890', 'feature_1893', 'feature_1895', 'feature_1897', 'feature_1907', 'feature_1910', 'feature_1912', 'feature_1924', 'feature_1931', 'feature_1933', 'feature_1942', 'feature_1948', 'feature_1951', 'feature_1957', 'feature_1980', 'feature_1989', 'feature_1991', 'feature_206', 'feature_208', 'feature_211', 'feature_222', 'feature_23', 'feature_233', 'feature_235', 'feature_241', 'feature_246', 'feature_248', 'feature_269', 'feature_28', 'feature_283', 'feature_284', 'feature_287', 'feature_290', 'feature_296', 'feature_297', 'feature_301', 'feature_304', 'feature_306', 'feature_318', 'feature_32', 'feature_326', 'feature_330', 'feature_336', 'feature_350', 'feature_354', 'feature_37', 'feature_376', 'feature_382', 'feature_383', 'feature_385', 'feature_388', 'feature_399', 'feature_407', 'feature_415', 'feature_417', 'feature_431', 'feature_436', 'feature_44', 'feature_465', 'feature_478', 'feature_483', 'feature_490', 'feature_491', 'feature_493', 'feature_494', 'feature_50', 'feature_502', 'feature_506', 'feature_507', 'feature_511', 'feature_521', 'feature_534', 'feature_541', 'feature_554', 'feature_559', 'feature_564', 'feature_570', 'feature_586', 'feature_598', 'feature_60', 'feature_619', 'feature_621', 'feature_628', 'feature_63', 'feature_635', 'feature_640', 'feature_646', 'feature_649', 'feature_657', 'feature_662', 'feature_695', 'feature_70', 'feature_700', 'feature_701', 'feature_707', 'feature_713', 'feature_715', 'feature_718', 'feature_727', 'feature_728', 'feature_747', 'feature_748', 'feature_749', 'feature_756', 'feature_760', 'feature_764', 'feature_769', 'feature_77', 'feature_778', 'feature_780', 'feature_814', 'feature_820', 'feature_833', 'feature_841', 'feature_854', 'feature_88', 'feature_888', 'feature_889', 'feature_892', 'feature_90', 'feature_900', 'feature_911', 'feature_913', 'feature_914', 'feature_922', 'feature_929', 'feature_93', 'feature_930', 'feature_944', 'feature_949', 'feature_951', 'feature_955', 'feature_96', 'feature_965', 'feature_975', 'feature_98', 'feature_991']


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 = -1.9666)  | feature_365 (mu = 1.8712)   | feature_1470 (mu = 2.0122)  | feature_1307 (mu = 1.1292)  | feature_1676 (mu = -1.3255) | feature_1676 (mu = -2.2894) | feature_899 (mu = -2.0847)  | feature_999 (mu = -1.3244)  | feature_1470 (mu = 1.2641)  | feature_1470 (mu = -1.2039) | feature_1676 (mu = 1.1576)  | feature_1307 (mu = -1.6923) |
| 1     | feature_1545 (mu = -1.2097) | feature_1051 (mu = -1.1529) | feature_365 (mu = -1.7866)  | feature_1676 (mu = 1.0795)  | feature_1949 (mu = 1.0628)  | feature_999 (mu = 1.4903)   | feature_1545 (mu = -1.4339) | feature_1522 (mu = -1.3083) | feature_1676 (mu = -1.1698) | feature_178 (mu = -1.0824)  | feature_1949 (mu = -1.0323) | feature_1522 (mu = -0.9101) |
| 2     | feature_1470 (mu = -1.1396) | feature_1545 (mu = -0.9850) | feature_1949 (mu = -1.1308) | feature_999 (mu = -1.0736)  | feature_1051 (mu = 1.0325)  | feature_1545 (mu = -1.3049) | feature_1051 (mu = -0.8403) | feature_1470 (mu = 0.9029)  | feature_1051 (mu = -0.8497) | feature_1522 (mu = 0.6675)  | feature_899 (mu = -0.7389)  | feature_1949 (mu = -0.8455) |
| 3     | feature_741 (mu = 0.9800)   | feature_1470 (mu = -0.9624) | feature_899 (mu = -1.0313)  | feature_741 (mu = 0.8253)   | feature_1522 (mu = 0.7028)  | feature_1522 (mu = 1.1661)  | feature_187 (mu = 0.7428)   | feature_178 (mu = 0.7228)   | feature_741 (mu = -0.8062)  | feature_1051 (mu = 0.6276)  | feature_1051 (mu = -0.4235) | feature_741 (mu = 0.7530)   |
| 4     | feature_1949 (mu = -0.8505) | feature_866 (mu = 0.9057)   | feature_178 (mu = -0.7471)  | feature_1051 (mu = 0.6752)  | feature_1545 (mu = 0.5896)  | feature_899 (mu = -1.1551)  | feature_1307 (mu = -0.7427) | feature_1949 (mu = -0.6034) | feature_866 (mu = 0.6567)   | feature_1545 (mu = 0.5262)  | feature_1307 (mu = 0.4105)  | feature_1470 (mu = 0.6946)  |
| 5     | feature_1307 (mu = 0.7687)  | feature_999 (mu = 0.7036)   | feature_1545 (mu = 0.6425)  | feature_866 (mu = -0.6735)  | feature_877 (mu = 0.5768)   | feature_187 (mu = -1.1156)  | feature_1470 (mu = -0.6132) | feature_877 (mu = -0.5280)  | feature_899 (mu = 0.5605)   | feature_741 (mu = 0.4908)   | feature_741 (mu = 0.3587)   | feature_1545 (mu = 0.6930)  |
| 6     | feature_999 (mu = -0.4678)  | feature_1676 (mu = 0.6106)  | feature_1307 (mu = -0.4090) | feature_899 (mu = 0.6582)   | feature_178 (mu = -0.5181)  | feature_365 (mu = -0.9712)  | feature_1522 (mu = 0.4788)  | feature_1676 (mu = -0.5237) | feature_1949 (mu = 0.4373)  | feature_1676 (mu = 0.4660)  | feature_187 (mu = -0.2524)  | feature_1676 (mu = 0.5996)  |
| 7     | feature_1522 (mu = 0.4052)  | feature_1522 (mu = 0.5751)  | feature_187 (mu = 0.3615)   | feature_1522 (mu = -0.5668) | feature_1307 (mu = -0.3640) | feature_1307 (mu = 0.8567)  | feature_178 (mu = 0.4239)   | feature_1051 (mu = -0.5004) | feature_187 (mu = -0.3137)  | feature_899 (mu = -0.4644)  | feature_1545 (mu = 0.2249)  | feature_899 (mu = -0.5260)  |
| 8     | feature_1676 (mu = 0.3187)  | feature_741 (mu = 0.5423)   | feature_877 (mu = 0.3063)   | feature_365 (mu = -0.5202)  | feature_741 (mu = 0.3208)   | feature_1470 (mu = 0.7705)  | feature_1949 (mu = -0.4215) | feature_866 (mu = 0.3926)   | feature_877 (mu = -0.2137)  | feature_877 (mu = 0.3837)   | feature_365 (mu = -0.2137)  | feature_866 (mu = 0.5035)   |
| 9     | feature_365 (mu = -0.1588)  | feature_187 (mu = -0.4738)  | feature_999 (mu = -0.1873)  | feature_178 (mu = -0.4550)  | feature_899 (mu = 0.3203)   | feature_866 (mu = 0.5769)   | feature_365 (mu = 0.4170)   | feature_1307 (mu = -0.2824) | feature_999 (mu = 0.1194)   | feature_1949 (mu = -0.3298) | feature_999 (mu = 0.1788)   | feature_1051 (mu = 0.3577)  |
| 10    | feature_187 (mu = -0.1249)  | feature_877 (mu = -0.3315)  | feature_1051 (mu = -0.1870) | feature_1949 (mu = -0.4514) | feature_1470 (mu = -0.3006) | feature_741 (mu = -0.5550)  | feature_866 (mu = 0.2423)   | feature_899 (mu = -0.2823)  | feature_1307 (mu = -0.0996) | feature_1307 (mu = 0.3115)  | feature_1522 (mu = 0.1008)  | feature_178 (mu = -0.2941)  |
| 11    | feature_866 (mu = 0.1119)   | feature_1949 (mu = 0.2803)  | feature_866 (mu = 0.1740)   | feature_1470 (mu = -0.3831) | feature_999 (mu = 0.2162)   | feature_178 (mu = -0.3120)  | feature_1676 (mu = 0.1961)  | feature_1545 (mu = 0.2108)  | feature_1545 (mu = -0.0740) | feature_999 (mu = 0.3020)   | feature_178 (mu = -0.0938)  | feature_877 (mu = -0.2468)  |
| 12    | feature_1616 (mu = 0.0884)  | feature_178 (mu = -0.2493)  | feature_1676 (mu = 0.1584)  | feature_187 (mu = -0.1976)  | feature_866 (mu = 0.1527)   | feature_877 (mu = 0.2390)   | feature_715 (mu = 0.1267)   | feature_365 (mu = -0.1871)  | feature_570 (mu = 0.0729)   | feature_365 (mu = 0.1970)   | feature_1602 (mu = -0.0924) | feature_999 (mu = 0.1448)   |
| 13    | feature_168 (mu = 0.0837)   | feature_1307 (mu = -0.1374) | feature_1487 (mu = 0.1056)  | feature_1158 (mu = -0.1230) | feature_187 (mu = 0.1421)   | feature_1949 (mu = 0.1966)  | feature_741 (mu = 0.1130)   | feature_586 (mu = 0.0620)   | feature_1957 (mu = -0.0691) | feature_866 (mu = 0.1763)   | feature_877 (mu = -0.0857)  | feature_187 (mu = -0.1372)  |
| 14    | feature_1324 (mu = -0.0827) | feature_899 (mu = 0.1169)   | feature_1250 (mu = 0.0651)  | feature_1545 (mu = 0.1184)  | feature_1321 (mu = -0.0820) | feature_168 (mu = 0.1487)   | feature_1158 (mu = 0.1035)  | feature_28 (mu = -0.0607)   | feature_930 (mu = -0.0630)  | feature_1574 (mu = 0.0778)  | feature_955 (mu = -0.0677)  | feature_171 (mu = 0.1188)   |
| 15    | feature_640 (mu = 0.0798)   | feature_640 (mu = 0.0949)   | feature_1662 (mu = -0.0631) | feature_955 (mu = -0.1127)  | feature_521 (mu = 0.0740)   | feature_1324 (mu = -0.1316) | feature_877 (mu = 0.1006)   | feature_900 (mu = 0.0590)   | feature_1435 (mu = 0.0610)  | feature_1396 (mu = -0.0757) | feature_318 (mu = 0.0578)   | feature_376 (mu = -0.1132)  |
| 16    | feature_1910 (mu = 0.0793)  | feature_172 (mu = -0.0893)  | feature_521 (mu = 0.0563)   | feature_1878 (mu = 0.1115)  | feature_944 (mu = 0.0714)   | feature_534 (mu = 0.1288)   | feature_1143 (mu = 0.0922)  | feature_1322 (mu = -0.0562) | feature_1690 (mu = -0.0601) | feature_833 (mu = -0.0659)  | feature_1942 (mu = -0.0554) | feature_1547 (mu = -0.1105) |
| 17    | feature_1599 (mu = 0.0724)  | feature_206 (mu = 0.0886)   | feature_1083 (mu = -0.0557) | feature_1446 (mu = 0.1097)  | feature_1752 (mu = -0.0668) | feature_1616 (mu = 0.1251)  | feature_502 (mu = -0.0899)  | feature_96 (mu = -0.0555)   | feature_173 (mu = -0.0598)  | feature_1113 (mu = 0.0658)  | feature_1420 (mu = -0.0552) | feature_1601 (mu = -0.1055) |
| 18    | feature_133 (mu = -0.0711)  | feature_1910 (mu = 0.0877)  | feature_1672 (mu = -0.0550) | feature_171 (mu = -0.1085)  | feature_1907 (mu = 0.0662)  | feature_208 (mu = 0.1227)   | feature_955 (mu = 0.0891)   | feature_98 (mu = -0.0550)   | feature_206 (mu = 0.0586)   | feature_1446 (mu = 0.0653)  | feature_233 (mu = -0.0552)  | feature_1324 (mu = 0.0994)  |
| 19    | feature_1951 (mu = -0.0683) | feature_399 (mu = -0.0876)  | feature_1866 (mu = 0.0546)  | feature_415 (mu = -0.1036)  | feature_764 (mu = 0.0642)   | feature_1287 (mu = -0.1215) | feature_892 (mu = 0.0882)   | feature_1931 (mu = -0.0543) | feature_415 (mu = 0.0586)   | feature_521 (mu = 0.0649)   | feature_1678 (mu = 0.0550)  | feature_1951 (mu = 0.0962)  |
| 20    | feature_728 (mu = 0.0679)   | feature_241 (mu = -0.0870)  | feature_436 (mu = 0.0537)   | feature_1589 (mu = -0.1003) | feature_1363 (mu = 0.0619)  | feature_1440 (mu = -0.1196) | feature_70 (mu = 0.0867)    | feature_1611 (mu = -0.0537) | feature_1050 (mu = 0.0564)  | feature_96 (mu = 0.0648)    | feature_1585 (mu = 0.0548)  | feature_1175 (mu = -0.0937) |
| 21    | feature_1349 (mu = 0.0677)  | feature_570 (mu = 0.0856)   | feature_326 (mu = 0.0520)   | feature_248 (mu = 0.0988)   | feature_1860 (mu = 0.0609)  | feature_1175 (mu = 0.1157)  | feature_284 (mu = 0.0832)   | feature_70 (mu = 0.0536)    | feature_1897 (mu = -0.0546) | feature_888 (mu = -0.0644)  | feature_1446 (mu = 0.0537)  | feature_1616 (mu = -0.0933) |
| 22    | feature_1547 (mu = 0.0674)  | feature_1328 (mu = 0.0832)  | feature_1126 (mu = -0.0519) | feature_619 (mu = -0.0977)  | feature_1505 (mu = -0.0602) | feature_1910 (mu = 0.1099)  | feature_635 (mu = 0.0783)   | feature_507 (mu = -0.0532)  | feature_465 (mu = 0.0543)   | feature_222 (mu = 0.0632)   | feature_1980 (mu = -0.0534) | feature_554 (mu = -0.0926)  |
| 23    | feature_1678 (mu = 0.0663)  | feature_1948 (mu = 0.0817)  | feature_1814 (mu = 0.0519)  | feature_1439 (mu = 0.0960)  | feature_1924 (mu = 0.0596)  | feature_399 (mu = -0.1092)  | feature_248 (mu = -0.0781)  | feature_1633 (mu = -0.0531) | feature_365 (mu = 0.0539)   | feature_1484 (mu = -0.0622) | feature_1033 (mu = -0.0529) | feature_431 (mu = 0.0922)   |
| 24    | feature_922 (mu = -0.0653)  | feature_1579 (mu = -0.0807) | feature_382 (mu = -0.0499)  | feature_491 (mu = 0.0954)   | feature_326 (mu = 0.0583)   | feature_1690 (mu = -0.1076) | feature_134 (mu = 0.0771)   | feature_1553 (mu = -0.0529) | feature_170 (mu = -0.0535)  | feature_306 (mu = 0.0611)   | feature_965 (mu = 0.0510)   | feature_748 (mu = 0.0903)   |
| 25    | feature_1287 (mu = -0.0649) | feature_173 (mu = -0.0801)  | feature_318 (mu = -0.0496)  | feature_63 (mu = -0.0946)   | feature_32 (mu = -0.0580)   | feature_354 (mu = 0.1043)   | feature_1444 (mu = -0.0770) | feature_125 (mu = 0.0523)   | feature_1673 (mu = -0.0535) | feature_1280 (mu = 0.0601)  | feature_1183 (mu = -0.0495) | feature_1786 (mu = -0.0900) |
| 26    | feature_1249 (mu = 0.0645)  | feature_769 (mu = 0.0801)   | feature_820 (mu = -0.0492)  | feature_407 (mu = -0.0945)  | feature_1314 (mu = -0.0579) | feature_598 (mu = -0.1032)  | feature_1500 (mu = -0.0745) | feature_1694 (mu = 0.0519)  | feature_991 (mu = 0.0532)   | feature_1483 (mu = 0.0598)  | feature_695 (mu = 0.0493)   | feature_1446 (mu = -0.0888) |
| 27    | feature_1886 (mu = 0.0640)  | feature_383 (mu = 0.0795)   | feature_107 (mu = -0.0490)  | feature_1620 (mu = -0.0940) | feature_211 (mu = -0.0574)  | feature_269 (mu = 0.1004)   | feature_491 (mu = -0.0742)  | feature_304 (mu = -0.0519)  | feature_287 (mu = 0.0526)   | feature_511 (mu = 0.0589)   | feature_1537 (mu = 0.0487)  | feature_1368 (mu = -0.0877) |
| 28    | feature_383 (mu = 0.0639)   | feature_1648 (mu = -0.0794) | feature_657 (mu = 0.0483)   | feature_649 (mu = -0.0935)  | feature_88 (mu = -0.0573)   | feature_170 (mu = -0.1003)  | feature_662 (mu = -0.0737)  | feature_951 (mu = 0.0517)   | feature_949 (mu = -0.0524)  | feature_1006 (mu = 0.0582)  | feature_1334 (mu = 0.0483)  | feature_628 (mu = 0.0874)   |
| 29    | feature_1086 (mu = -0.0635) | feature_1217 (mu = 0.0791)  | feature_1522 (mu = 0.0476)  | feature_88 (mu = 0.0912)    | feature_283 (mu = -0.0572)  | feature_60 (mu = -0.0997)   | feature_1452 (mu = 0.0736)  | feature_1702 (mu = -0.0517) | feature_1948 (mu = 0.0524)  | feature_1351 (mu = -0.0571) | feature_1211 (mu = 0.0481)  | feature_184 (mu = 0.0862)   |
| 30    | feature_1895 (mu = -0.0632) | feature_1033 (mu = -0.0776) | feature_1189 (mu = 0.0474)  | feature_1796 (mu = 0.0910)  | feature_493 (mu = 0.0568)   | feature_246 (mu = 0.0991)   | feature_1881 (mu = -0.0734) | feature_1878 (mu = -0.0517) | feature_1770 (mu = 0.0522)  | feature_1323 (mu = -0.0566) | feature_649 (mu = -0.0476)  | feature_1287 (mu = 0.0861)  |
| 31    | feature_77 (mu = 0.0629)    | feature_1883 (mu = -0.0770) | feature_494 (mu = -0.0473)  | feature_284 (mu = -0.0909)  | feature_1234 (mu = 0.0568)  | feature_749 (mu = -0.0980)  | feature_586 (mu = 0.0732)   | feature_1473 (mu = 0.0515)  | feature_12 (mu = 0.0518)    | feature_1350 (mu = 0.0558)  | feature_1753 (mu = 0.0476)  | feature_1912 (mu = -0.0850) |
| 32    | feature_707 (mu = 0.0611)   | feature_1444 (mu = -0.0768) | None                        | feature_877 (mu = -0.0906)  | feature_1386 (mu = 0.0565)  | feature_1856 (mu = -0.0974) | feature_388 (mu = 0.0724)   | feature_1805 (mu = 0.0510)  | feature_168 (mu = 0.0517)   | feature_350 (mu = 0.0555)   | feature_756 (mu = -0.0475)  | feature_1989 (mu = -0.0849) |
| 33    | feature_494 (mu = 0.0611)   | feature_1957 (mu = -0.0765) | None                        | feature_1424 (mu = 0.0901)  | feature_713 (mu = 0.0565)   | feature_814 (mu = 0.0970)   | feature_1446 (mu = -0.0719) | feature_1498 (mu = 0.0510)  | feature_975 (mu = 0.0513)   | feature_911 (mu = 0.0551)   | feature_1833 (mu = -0.0466) | feature_297 (mu = -0.0845)  |
| 34    | feature_1028 (mu = -0.0596) | feature_60 (mu = -0.0764)   | None                        | feature_700 (mu = -0.0899)  | feature_417 (mu = 0.0553)   | feature_1711 (mu = -0.0963) | feature_621 (mu = 0.0716)   | feature_1799 (mu = -0.0506) | feature_1058 (mu = -0.0506) | feature_701 (mu = 0.0544)   | feature_171 (mu = -0.0463)  | feature_1599 (mu = -0.0844) |
| 35    | feature_1912 (mu = 0.0589)  | feature_635 (mu = 0.0761)   | None                        | feature_635 (mu = -0.0885)  | feature_635 (mu = 0.0550)   | feature_640 (mu = 0.0950)   | feature_1249 (mu = 0.0712)  | feature_1464 (mu = -0.0505) | feature_1500 (mu = -0.0506) | feature_1722 (mu = -0.0543) | feature_1498 (mu = -0.0460) | feature_490 (mu = 0.0842)   |
| 36    | feature_1933 (mu = -0.0580) | feature_70 (mu = 0.0760)    | None                        | feature_1690 (mu = 0.0879)  | feature_854 (mu = 0.0547)   | feature_1933 (mu = -0.0947) | feature_235 (mu = -0.0709)  | feature_1394 (mu = -0.0504) | feature_246 (mu = 0.0505)   | feature_1186 (mu = -0.0542) | feature_297 (mu = 0.0454)   | feature_889 (mu = 0.0840)   |
| 37    | feature_814 (mu = 0.0579)   | feature_1856 (mu = -0.0759) | None                        | feature_564 (mu = -0.0868)  | feature_365 (mu = -0.0547)  | feature_1058 (mu = -0.0943) | feature_1957 (mu = -0.0698) | feature_1890 (mu = 0.0497)  | feature_1223 (mu = -0.0504) | feature_889 (mu = -0.0530)  | feature_1470 (mu = 0.0451)  | feature_354 (mu = -0.0828)  |
| 38    | None                        | feature_296 (mu = 0.0755)   | None                        | feature_1789 (mu = -0.0865) | feature_1690 (mu = -0.0545) | feature_778 (mu = -0.0942)  | feature_1864 (mu = -0.0695) | feature_1460 (mu = 0.0492)  | feature_90 (mu = -0.0501)   | feature_1762 (mu = -0.0526) | feature_747 (mu = 0.0447)   | feature_483 (mu = -0.0820)  |
| 39    | None                        | feature_1835 (mu = 0.0750)  | None                        | feature_502 (mu = 0.0859)   | feature_1782 (mu = -0.0540) | feature_1912 (mu = 0.0939)  | feature_1670 (mu = -0.0694) | None                        | feature_290 (mu = 0.0500)   | feature_727 (mu = -0.0520)  | feature_1053 (mu = -0.0446) | feature_23 (mu = -0.0812)   |
| 40    | None                        | feature_1203 (mu = 0.0748)  | None                        | feature_70 (mu = -0.0852)   | feature_646 (mu = 0.0539)   | None                        | feature_1948 (mu = 0.0693)  | None                        | feature_1037 (mu = -0.0495) | feature_1799 (mu = 0.0517)  | feature_330 (mu = 0.0444)   | feature_1383 (mu = -0.0811) |
| 41    | None                        | feature_760 (mu = -0.0748)  | None                        | feature_134 (mu = -0.0847)  | feature_1404 (mu = 0.0537)  | None                        | feature_290 (mu = 0.0691)   | None                        | feature_93 (mu = -0.0494)   | feature_1677 (mu = 0.0515)  | feature_44 (mu = -0.0443)   | feature_1799 (mu = -0.0808) |
| 42    | None                        | feature_1726 (mu = -0.0744) | None                        | feature_1989 (mu = 0.0843)  | feature_1715 (mu = 0.0535)  | None                        | feature_1322 (mu = -0.0683) | None                        | feature_1829 (mu = 0.0493)  | feature_385 (mu = -0.0513)  | feature_914 (mu = -0.0441)  | feature_1262 (mu = -0.0807) |
| 43    | None                        | feature_1679 (mu = 0.0741)  | None                        | feature_172 (mu = 0.0834)   | feature_1561 (mu = -0.0533) | None                        | feature_780 (mu = -0.0682)  | None                        | None                        | feature_183 (mu = 0.0512)   | feature_1806 (mu = -0.0441) | feature_1890 (mu = 0.0804)  |
| 44    | None                        | feature_541 (mu = 0.0739)   | None                        | feature_1135 (mu = 0.0832)  | feature_1575 (mu = -0.0533) | None                        | None                        | None                        | None                        | None                        | feature_841 (mu = -0.0440)  | feature_728 (mu = -0.0803)  |
| 45    | None                        | feature_929 (mu = 0.0738)   | None                        | feature_1585 (mu = 0.0826)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1579 (mu = -0.0435) | feature_1436 (mu = 0.0802)  |
| 46    | None                        | feature_718 (mu = 0.0737)   | None                        | feature_559 (mu = 0.0825)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1076 (mu = 0.0434)  | feature_37 (mu = -0.0799)   |
| 47    | None                        | feature_1893 (mu = -0.0734) | None                        | feature_1483 (mu = 0.0824)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_301 (mu = -0.0431)  | feature_888 (mu = 0.0785)   |
| 48    | None                        | feature_168 (mu = 0.0731)   | None                        | feature_137 (mu = 0.0822)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1188 (mu = 0.0426)  | feature_1778 (mu = -0.0785) |
| 49    | None                        | None                        | None                        | feature_1957 (mu = 0.0820)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_506 (mu = 0.0426)   | feature_1129 (mu = -0.0775) |
| 50    | None                        | None                        | None                        | feature_1361 (mu = -0.0811) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1642 (mu = 0.0426)  | None                        |
| 51    | None                        | None                        | None                        | feature_1085 (mu = 0.0811)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_336 (mu = -0.0425)  | None                        |
| 52    | None                        | None                        | None                        | feature_1619 (mu = -0.0797) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1601 (mu = 0.0425)  | None                        |
| 53    | None                        | None                        | None                        | feature_1991 (mu = 0.0794)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_1719 (mu = 0.0423)  | None                        |
| 54    | None                        | None                        | None                        | feature_1143 (mu = -0.0792) | None                        | None                        | None                        | None                        | None                        | None                        | feature_1850 (mu = -0.0422) | None                        |
| 55    | None                        | None                        | None                        | feature_913 (mu = 0.0788)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_1332 (mu = 0.0422)  | None                        |
| 56    | None                        | None                        | None                        | feature_892 (mu = -0.0787)  | None                        | None                        | None                        | None                        | None                        | None                        | feature_50 (mu = 0.0420)    | None                        |
| 57    | None                        | None                        | None                        | feature_478 (mu = 0.0786)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 58    | None                        | None                        | None                        | feature_756 (mu = -0.0782)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 59    | None                        | None                        | None                        | feature_586 (mu = -0.0781)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 60    | None                        | None                        | None                        | feature_1875 (mu = -0.0780) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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

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

## OUTLIER (STD_3.0) Solutions

Features identified as outliers based on standard deviation.

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

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 91.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 76.000  |
| Recall                 | 1.000   |
| Precision              | 0.165   |
| F1_Score               | 0.283   |
| Jaccard                | 0.165   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.835   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.038   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 21.978  |

## 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']


 - 91 discovered features:
   ['feature_1033', 'feature_1051', 'feature_1113', 'feature_1143', 'feature_1158', 'feature_1175', 'feature_1250', 'feature_1287', 'feature_1307', 'feature_1321', 'feature_1324', 'feature_133', 'feature_1396', 'feature_1420', 'feature_1435', 'feature_1439', 'feature_1440', 'feature_1446', 'feature_1470', 'feature_1484', 'feature_1487', 'feature_1522', 'feature_1545', 'feature_1547', 'feature_1574', 'feature_1585', 'feature_1589', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1616', 'feature_1620', 'feature_1662', 'feature_1676', 'feature_1678', 'feature_168', 'feature_1690', 'feature_171', 'feature_172', 'feature_173', 'feature_1752', 'feature_178', 'feature_187', 'feature_1878', 'feature_1907', 'feature_1910', 'feature_1942', 'feature_1949', 'feature_1951', 'feature_1957', 'feature_1980', 'feature_206', 'feature_208', 'feature_222', 'feature_233', 'feature_248', 'feature_28', 'feature_284', 'feature_318', 'feature_365', 'feature_376', 'feature_399', 'feature_407', 'feature_415', 'feature_491', 'feature_502', 'feature_521', 'feature_534', 'feature_570', 'feature_586', 'feature_619', 'feature_63', 'feature_640', 'feature_649', 'feature_70', 'feature_715', 'feature_741', 'feature_764', 'feature_833', 'feature_866', 'feature_877', 'feature_888', 'feature_892', 'feature_899', 'feature_900', 'feature_930', 'feature_944', 'feature_955', 'feature_96', 'feature_965', 'feature_999']

 - 0 missed true support features:
   []

 - 76 extra features found (not in true support):
   ['feature_1033', 'feature_1113', 'feature_1143', 'feature_1158', 'feature_1175', 'feature_1250', 'feature_1287', 'feature_1321', 'feature_1324', 'feature_133', 'feature_1396', 'feature_1420', 'feature_1435', 'feature_1439', 'feature_1440', 'feature_1446', 'feature_1484', 'feature_1487', 'feature_1547', 'feature_1574', 'feature_1585', 'feature_1589', 'feature_1599', 'feature_1601', 'feature_1602', 'feature_1616', 'feature_1620', 'feature_1662', 'feature_1678', 'feature_168', 'feature_1690', 'feature_171', 'feature_172', 'feature_173', 'feature_1752', 'feature_1878', 'feature_1907', 'feature_1910', 'feature_1942', 'feature_1951', 'feature_1957', 'feature_1980', 'feature_206', 'feature_208', 'feature_222', 'feature_233', 'feature_248', 'feature_28', 'feature_284', 'feature_318', 'feature_376', 'feature_399', 'feature_407', 'feature_415', 'feature_491', 'feature_502', 'feature_521', 'feature_534', 'feature_570', 'feature_586', 'feature_619', 'feature_63', 'feature_640', 'feature_649', 'feature_70', 'feature_715', 'feature_764', 'feature_833', 'feature_888', 'feature_892', 'feature_900', 'feature_930', 'feature_944', 'feature_955', 'feature_96', 'feature_965']


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 = -1.9666)  | feature_365 (mu = 1.8712)   | feature_1470 (mu = 2.0122)  | feature_1307 (mu = 1.1292)  | feature_1676 (mu = -1.3255) | feature_1676 (mu = -2.2894) | feature_899 (mu = -2.0847)  | feature_999 (mu = -1.3244)  | feature_1470 (mu = 1.2641)  | feature_1470 (mu = -1.2039) | feature_1676 (mu = 1.1576)  | feature_1307 (mu = -1.6923) |
| 1     | feature_1545 (mu = -1.2097) | feature_1051 (mu = -1.1529) | feature_365 (mu = -1.7866)  | feature_1676 (mu = 1.0795)  | feature_1949 (mu = 1.0628)  | feature_999 (mu = 1.4903)   | feature_1545 (mu = -1.4339) | feature_1522 (mu = -1.3083) | feature_1676 (mu = -1.1698) | feature_178 (mu = -1.0824)  | feature_1949 (mu = -1.0323) | feature_1522 (mu = -0.9101) |
| 2     | feature_1470 (mu = -1.1396) | feature_1545 (mu = -0.9850) | feature_1949 (mu = -1.1308) | feature_999 (mu = -1.0736)  | feature_1051 (mu = 1.0325)  | feature_1545 (mu = -1.3049) | feature_1051 (mu = -0.8403) | feature_1470 (mu = 0.9029)  | feature_1051 (mu = -0.8497) | feature_1522 (mu = 0.6675)  | feature_899 (mu = -0.7389)  | feature_1949 (mu = -0.8455) |
| 3     | feature_741 (mu = 0.9800)   | feature_1470 (mu = -0.9624) | feature_899 (mu = -1.0313)  | feature_741 (mu = 0.8253)   | feature_1522 (mu = 0.7028)  | feature_1522 (mu = 1.1661)  | feature_187 (mu = 0.7428)   | feature_178 (mu = 0.7228)   | feature_741 (mu = -0.8062)  | feature_1051 (mu = 0.6276)  | feature_1051 (mu = -0.4235) | feature_741 (mu = 0.7530)   |
| 4     | feature_1949 (mu = -0.8505) | feature_866 (mu = 0.9057)   | feature_178 (mu = -0.7471)  | feature_1051 (mu = 0.6752)  | feature_1545 (mu = 0.5896)  | feature_899 (mu = -1.1551)  | feature_1307 (mu = -0.7427) | feature_1949 (mu = -0.6034) | feature_866 (mu = 0.6567)   | feature_1545 (mu = 0.5262)  | feature_1307 (mu = 0.4105)  | feature_1470 (mu = 0.6946)  |
| 5     | feature_1307 (mu = 0.7687)  | feature_999 (mu = 0.7036)   | feature_1545 (mu = 0.6425)  | feature_866 (mu = -0.6735)  | feature_877 (mu = 0.5768)   | feature_187 (mu = -1.1156)  | feature_1470 (mu = -0.6132) | feature_877 (mu = -0.5280)  | feature_899 (mu = 0.5605)   | feature_741 (mu = 0.4908)   | feature_741 (mu = 0.3587)   | feature_1545 (mu = 0.6930)  |
| 6     | feature_999 (mu = -0.4678)  | feature_1676 (mu = 0.6106)  | feature_1307 (mu = -0.4090) | feature_899 (mu = 0.6582)   | feature_178 (mu = -0.5181)  | feature_365 (mu = -0.9712)  | feature_1522 (mu = 0.4788)  | feature_1676 (mu = -0.5237) | feature_1949 (mu = 0.4373)  | feature_1676 (mu = 0.4660)  | feature_187 (mu = -0.2524)  | feature_1676 (mu = 0.5996)  |
| 7     | feature_1522 (mu = 0.4052)  | feature_1522 (mu = 0.5751)  | feature_187 (mu = 0.3615)   | feature_1522 (mu = -0.5668) | feature_1307 (mu = -0.3640) | feature_1307 (mu = 0.8567)  | feature_178 (mu = 0.4239)   | feature_1051 (mu = -0.5004) | feature_187 (mu = -0.3137)  | feature_899 (mu = -0.4644)  | feature_1545 (mu = 0.2249)  | feature_899 (mu = -0.5260)  |
| 8     | feature_1676 (mu = 0.3187)  | feature_741 (mu = 0.5423)   | feature_877 (mu = 0.3063)   | feature_365 (mu = -0.5202)  | feature_741 (mu = 0.3208)   | feature_1470 (mu = 0.7705)  | feature_1949 (mu = -0.4215) | feature_866 (mu = 0.3926)   | feature_877 (mu = -0.2137)  | feature_877 (mu = 0.3837)   | feature_365 (mu = -0.2137)  | feature_866 (mu = 0.5035)   |
| 9     | feature_365 (mu = -0.1588)  | feature_187 (mu = -0.4738)  | feature_999 (mu = -0.1873)  | feature_178 (mu = -0.4550)  | feature_899 (mu = 0.3203)   | feature_866 (mu = 0.5769)   | feature_365 (mu = 0.4170)   | feature_1307 (mu = -0.2824) | feature_999 (mu = 0.1194)   | feature_1949 (mu = -0.3298) | feature_999 (mu = 0.1788)   | feature_1051 (mu = 0.3577)  |
| 10    | feature_187 (mu = -0.1249)  | feature_877 (mu = -0.3315)  | feature_1051 (mu = -0.1870) | feature_1949 (mu = -0.4514) | feature_1470 (mu = -0.3006) | feature_741 (mu = -0.5550)  | feature_866 (mu = 0.2423)   | feature_899 (mu = -0.2823)  | feature_1307 (mu = -0.0996) | feature_1307 (mu = 0.3115)  | feature_1522 (mu = 0.1008)  | feature_178 (mu = -0.2941)  |
| 11    | feature_866 (mu = 0.1119)   | feature_1949 (mu = 0.2803)  | feature_866 (mu = 0.1740)   | feature_1470 (mu = -0.3831) | feature_999 (mu = 0.2162)   | feature_178 (mu = -0.3120)  | feature_1676 (mu = 0.1961)  | feature_1545 (mu = 0.2108)  | feature_1545 (mu = -0.0740) | feature_999 (mu = 0.3020)   | feature_178 (mu = -0.0938)  | feature_877 (mu = -0.2468)  |
| 12    | feature_1616 (mu = 0.0884)  | feature_178 (mu = -0.2493)  | feature_1676 (mu = 0.1584)  | feature_187 (mu = -0.1976)  | feature_866 (mu = 0.1527)   | feature_877 (mu = 0.2390)   | feature_715 (mu = 0.1267)   | feature_365 (mu = -0.1871)  | feature_570 (mu = 0.0729)   | feature_365 (mu = 0.1970)   | feature_1602 (mu = -0.0924) | feature_999 (mu = 0.1448)   |
| 13    | feature_168 (mu = 0.0837)   | feature_1307 (mu = -0.1374) | feature_1487 (mu = 0.1056)  | feature_1158 (mu = -0.1230) | feature_187 (mu = 0.1421)   | feature_1949 (mu = 0.1966)  | feature_741 (mu = 0.1130)   | feature_586 (mu = 0.0620)   | feature_1957 (mu = -0.0691) | feature_866 (mu = 0.1763)   | feature_877 (mu = -0.0857)  | feature_187 (mu = -0.1372)  |
| 14    | feature_1324 (mu = -0.0827) | feature_899 (mu = 0.1169)   | feature_1250 (mu = 0.0651)  | feature_1545 (mu = 0.1184)  | feature_1321 (mu = -0.0820) | feature_168 (mu = 0.1487)   | feature_1158 (mu = 0.1035)  | feature_28 (mu = -0.0607)   | feature_930 (mu = -0.0630)  | feature_1574 (mu = 0.0778)  | feature_955 (mu = -0.0677)  | feature_171 (mu = 0.1188)   |
| 15    | feature_640 (mu = 0.0798)   | feature_640 (mu = 0.0949)   | feature_1662 (mu = -0.0631) | feature_955 (mu = -0.1127)  | feature_521 (mu = 0.0740)   | feature_1324 (mu = -0.1316) | feature_877 (mu = 0.1006)   | feature_900 (mu = 0.0590)   | feature_1435 (mu = 0.0610)  | feature_1396 (mu = -0.0757) | feature_318 (mu = 0.0578)   | feature_376 (mu = -0.1132)  |
| 16    | feature_1910 (mu = 0.0793)  | feature_172 (mu = -0.0893)  | None                        | feature_1878 (mu = 0.1115)  | feature_944 (mu = 0.0714)   | feature_534 (mu = 0.1288)   | feature_1143 (mu = 0.0922)  | None                        | feature_1690 (mu = -0.0601) | feature_833 (mu = -0.0659)  | feature_1942 (mu = -0.0554) | feature_1547 (mu = -0.1105) |
| 17    | feature_1599 (mu = 0.0724)  | feature_206 (mu = 0.0886)   | None                        | feature_1446 (mu = 0.1097)  | feature_1752 (mu = -0.0668) | feature_1616 (mu = 0.1251)  | feature_502 (mu = -0.0899)  | None                        | feature_173 (mu = -0.0598)  | feature_1113 (mu = 0.0658)  | feature_1420 (mu = -0.0552) | feature_1601 (mu = -0.1055) |
| 18    | feature_133 (mu = -0.0711)  | feature_1910 (mu = 0.0877)  | None                        | feature_171 (mu = -0.1085)  | feature_1907 (mu = 0.0662)  | feature_208 (mu = 0.1227)   | feature_955 (mu = 0.0891)   | None                        | None                        | feature_1446 (mu = 0.0653)  | feature_233 (mu = -0.0552)  | feature_1324 (mu = 0.0994)  |
| 19    | None                        | feature_399 (mu = -0.0876)  | None                        | feature_415 (mu = -0.1036)  | feature_764 (mu = 0.0642)   | feature_1287 (mu = -0.1215) | feature_892 (mu = 0.0882)   | None                        | None                        | feature_521 (mu = 0.0649)   | feature_1678 (mu = 0.0550)  | feature_1951 (mu = 0.0962)  |
| 20    | None                        | None                        | None                        | feature_1589 (mu = -0.1003) | None                        | feature_1440 (mu = -0.1196) | feature_70 (mu = 0.0867)    | None                        | None                        | feature_96 (mu = 0.0648)    | feature_1585 (mu = 0.0548)  | feature_1175 (mu = -0.0937) |
| 21    | None                        | None                        | None                        | feature_248 (mu = 0.0988)   | None                        | feature_1175 (mu = 0.1157)  | feature_284 (mu = 0.0832)   | None                        | None                        | feature_888 (mu = -0.0644)  | feature_1446 (mu = 0.0537)  | feature_1616 (mu = -0.0933) |
| 22    | None                        | None                        | None                        | feature_619 (mu = -0.0977)  | None                        | None                        | None                        | None                        | None                        | feature_222 (mu = 0.0632)   | feature_1980 (mu = -0.0534) | None                        |
| 23    | None                        | None                        | None                        | feature_1439 (mu = 0.0960)  | None                        | None                        | None                        | None                        | None                        | feature_1484 (mu = -0.0622) | feature_1033 (mu = -0.0529) | None                        |
| 24    | None                        | None                        | None                        | feature_491 (mu = 0.0954)   | None                        | None                        | None                        | None                        | None                        | None                        | feature_965 (mu = 0.0510)   | None                        |
| 25    | None                        | None                        | None                        | feature_63 (mu = -0.0946)   | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 26    | None                        | None                        | None                        | feature_407 (mu = -0.0945)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 27    | None                        | None                        | None                        | feature_1620 (mu = -0.0940) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 28    | None                        | None                        | None                        | feature_649 (mu = -0.0935)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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