# GEMSS Experiment Results

## Parameters and Settings

- N_SAMPLES: 100
- N_FEATURES: 2000
- N_GENERATING_SOLUTIONS: 3
- SPARSITY: 5
- NOISE_STD: 0.1
- NAN_RATIO: 0
- BINARIZE: False
- BINARY_RESPONSE_RATIO: 0.5
- DATASET_SEED: 42
- N_CANDIDATE_SOLUTIONS: 12
- N_ITER: 4500
- PRIOR_TYPE: sss
- PRIOR_SPARSITY: 5
- SAMPLE_MORE_PRIORS_COEFF: 1
- STUDENT_DF: 1
- STUDENT_SCALE: 1
- VAR_SLAB: 100
- VAR_SPIKE: 0.1
- WEIGHT_SLAB: 0.9
- WEIGHT_SPIKE: 0.1
- IS_REGULARIZED: True
- LAMBDA_JACCARD: 1000
- BATCH_SIZE: 16
- LEARNING_RATE: 0.002
- DESIRED_SPARSITY: 5
- MIN_MU_THRESHOLD: 0.2
- USE_MEDIAN_FOR_OUTLIER_DETECTION: False
- OUTLIER_DEVIATION_THRESHOLDS: [2.0, 2.5, 3.0]

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

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

## FULL Solutions

All features with |mu| > 0.2

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

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 17.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 2.000   |
| Recall                 | 1.000   |
| Precision              | 0.882   |
| F1_Score               | 0.938   |
| Jaccard                | 0.882   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.118   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.001   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 117.647 |

## Overview of discovered features for FULL solutions:

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


 - 17 discovered features:
   ['feature_105', 'feature_1051', 'feature_1307', 'feature_1470', 'feature_1522', 'feature_1545', 'feature_165', '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:
   []

 - 2 extra features found (not in true support):
   ['feature_105', 'feature_165']


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_178 (mu = -1.3062)  | feature_999 (mu = -1.4477)  | feature_877 (mu = -1.9216)  | feature_178 (mu = -2.3235)  | feature_1676 (mu = -1.0639) | feature_1307 (mu = 1.7099)  | feature_1545 (mu = 2.7056)  | feature_178 (mu = -1.8687)  | feature_178 (mu = 2.0215)   | feature_1949 (mu = 1.5379)  | feature_866 (mu = 2.4595)   | feature_741 (mu = 2.7264)   |
| 1     | feature_866 (mu = 1.0309)   | feature_1307 (mu = -1.4108) | feature_1545 (mu = 1.3970)  | feature_877 (mu = -2.1655)  | feature_866 (mu = 1.0613)   | feature_1051 (mu = 1.3472)  | feature_1949 (mu = -1.9472) | feature_1522 (mu = 1.2114)  | feature_1307 (mu = 1.9271)  | feature_877 (mu = -1.4742)  | feature_999 (mu = -1.1284)  | feature_1949 (mu = 2.6454)  |
| 2     | feature_1676 (mu = -0.9701) | feature_1470 (mu = -1.3156) | feature_1676 (mu = -1.2874) | feature_1470 (mu = 1.8978)  | feature_187 (mu = 0.9120)   | feature_178 (mu = -1.0806)  | feature_187 (mu = 1.7902)   | feature_187 (mu = -0.9574)  | feature_1545 (mu = -1.4451) | feature_187 (mu = 1.3013)   | feature_1545 (mu = 0.7818)  | feature_365 (mu = -1.9362)  |
| 3     | feature_1522 (mu = 0.9416)  | feature_866 (mu = -1.1249)  | feature_1307 (mu = -1.2493) | feature_1307 (mu = 1.7515)  | feature_1051 (mu = 0.7498)  | feature_999 (mu = -0.7767)  | feature_877 (mu = -1.6150)  | feature_866 (mu = 0.9167)   | feature_365 (mu = 1.3167)   | feature_178 (mu = 1.0669)   | feature_877 (mu = -0.7658)  | feature_877 (mu = 1.8785)   |
| 4     | feature_1545 (mu = 0.8687)  | feature_178 (mu = 1.0544)   | feature_899 (mu = 1.1907)   | feature_1949 (mu = 1.3400)  | feature_1307 (mu = -0.6805) | feature_187 (mu = -0.7395)  | feature_365 (mu = 1.5908)   | feature_1949 (mu = -0.8866) | feature_1676 (mu = 1.0147)  | feature_1545 (mu = -0.9497) | feature_365 (mu = -0.6213)  | feature_178 (mu = -1.6085)  |
| 5     | feature_365 (mu = -0.6666)  | feature_1051 (mu = 0.9000)  | feature_1522 (mu = -1.0825) | feature_866 (mu = 0.9312)   | feature_1522 (mu = 0.6616)  | feature_1949 (mu = -0.6242) | feature_1470 (mu = 1.1651)  | feature_1545 (mu = -0.5731) | feature_866 (mu = 0.9625)   | feature_999 (mu = -0.8298)  | feature_1949 (mu = 0.5577)  | feature_1470 (mu = -1.4334) |
| 6     | feature_1051 (mu = 0.5240)  | feature_899 (mu = 0.6124)   | feature_1470 (mu = 1.0614)  | feature_1676 (mu = 0.6267)  | feature_999 (mu = 0.6296)   | feature_741 (mu = -0.6010)  | feature_741 (mu = -1.1376)  | feature_1470 (mu = -0.5086) | feature_999 (mu = -0.7447)  | feature_899 (mu = 0.7265)   | feature_1307 (mu = -0.5256) | feature_1522 (mu = -1.3692) |
| 7     | feature_999 (mu = 0.4803)   | feature_187 (mu = -0.5721)  | feature_741 (mu = 0.9520)   | feature_187 (mu = 0.5083)   | feature_365 (mu = 0.5792)   | feature_866 (mu = -0.5769)  | feature_1522 (mu = 1.1027)  | feature_877 (mu = -0.4882)  | feature_877 (mu = -0.5631)  | feature_1307 (mu = -0.6273) | feature_178 (mu = -0.4951)  | feature_866 (mu = 1.1331)   |
| 8     | feature_1470 (mu = -0.4740) | feature_1949 (mu = -0.5318) | feature_1051 (mu = -0.8895) | feature_899 (mu = -0.4659)  | feature_178 (mu = 0.5444)   | feature_1522 (mu = -0.4463) | feature_1307 (mu = -0.9002) | feature_365 (mu = -0.3375)  | feature_187 (mu = 0.4041)   | feature_1470 (mu = 0.5484)  | feature_1470 (mu = 0.4037)  | feature_1676 (mu = -0.7690) |
| 9     | feature_877 (mu = 0.4272)   | feature_741 (mu = 0.5157)   | feature_866 (mu = 0.8755)   | feature_1051 (mu = -0.4165) | feature_1545 (mu = -0.5344) | feature_1545 (mu = 0.3963)  | feature_999 (mu = -0.7128)  | feature_1676 (mu = 0.2422)  | feature_741 (mu = -0.3043)  | feature_1051 (mu = 0.2577)  | feature_741 (mu = -0.2127)  | feature_899 (mu = 0.4201)   |
| 10    | feature_899 (mu = 0.3619)   | feature_1545 (mu = -0.4637) | feature_1949 (mu = 0.7642)  | feature_365 (mu = -0.3653)  | feature_899 (mu = 0.5320)   | feature_877 (mu = 0.2086)   | feature_178 (mu = 0.4708)   | feature_899 (mu = -0.2175)  | feature_1051 (mu = 0.3014)  | None                        | feature_1522 (mu = 0.2086)  | feature_1307 (mu = 0.3620)  |
| 11    | feature_741 (mu = 0.3349)   | feature_877 (mu = -0.4630)  | feature_187 (mu = -0.4754)  | feature_741 (mu = -0.2967)  | feature_877 (mu = -0.4928)  | None                        | feature_1051 (mu = 0.3270)  | None                        | feature_1470 (mu = 0.2837)  | None                        | None                        | feature_999 (mu = 0.3347)   |
| 12    | feature_1949 (mu = -0.2755) | feature_365 (mu = 0.4040)   | None                        | feature_999 (mu = -0.2845)  | feature_1949 (mu = -0.4163) | None                        | feature_165 (mu = -0.2040)  | None                        | None                        | None                        | None                        | feature_187 (mu = -0.3063)  |
| 13    | None                        | None                        | None                        | feature_1522 (mu = -0.2284) | feature_1470 (mu = -0.2225) | None                        | feature_105 (mu = -0.2001)  | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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

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

## TOP Solutions

Required sparsity = 5

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

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

## Overview of discovered features for TOP solutions:

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


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

 - 0 missed true support features:
   []

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


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

| Index | component_0                 | component_1                 | component_2                 | component_3                | component_4                 | component_5                | component_6                 | component_7                 | component_8                 | component_9                 | component_10               | component_11               |
| _____ | ___________________________ | ___________________________ | ___________________________ | __________________________ | ___________________________ | __________________________ | ___________________________ | ___________________________ | ___________________________ | ___________________________ | __________________________ | __________________________ |
| 0     | feature_178 (mu = -1.3062)  | feature_999 (mu = -1.4477)  | feature_877 (mu = -1.9216)  | feature_178 (mu = -2.3235) | feature_1676 (mu = -1.0639) | feature_1307 (mu = 1.7099) | feature_1545 (mu = 2.7056)  | feature_178 (mu = -1.8687)  | feature_178 (mu = 2.0215)   | feature_1949 (mu = 1.5379)  | feature_866 (mu = 2.4595)  | feature_741 (mu = 2.7264)  |
| 1     | feature_866 (mu = 1.0309)   | feature_1307 (mu = -1.4108) | feature_1545 (mu = 1.3970)  | feature_877 (mu = -2.1655) | feature_866 (mu = 1.0613)   | feature_1051 (mu = 1.3472) | feature_1949 (mu = -1.9472) | feature_1522 (mu = 1.2114)  | feature_1307 (mu = 1.9271)  | feature_877 (mu = -1.4742)  | feature_999 (mu = -1.1284) | feature_1949 (mu = 2.6454) |
| 2     | feature_1676 (mu = -0.9701) | feature_1470 (mu = -1.3156) | feature_1676 (mu = -1.2874) | feature_1470 (mu = 1.8978) | feature_187 (mu = 0.9120)   | feature_178 (mu = -1.0806) | feature_187 (mu = 1.7902)   | feature_187 (mu = -0.9574)  | feature_1545 (mu = -1.4451) | feature_187 (mu = 1.3013)   | feature_1545 (mu = 0.7818) | feature_365 (mu = -1.9362) |
| 3     | feature_1522 (mu = 0.9416)  | feature_866 (mu = -1.1249)  | feature_1307 (mu = -1.2493) | feature_1307 (mu = 1.7515) | feature_1051 (mu = 0.7498)  | feature_999 (mu = -0.7767) | feature_877 (mu = -1.6150)  | feature_866 (mu = 0.9167)   | feature_365 (mu = 1.3167)   | feature_178 (mu = 1.0669)   | feature_877 (mu = -0.7658) | feature_877 (mu = 1.8785)  |
| 4     | feature_1545 (mu = 0.8687)  | feature_178 (mu = 1.0544)   | feature_899 (mu = 1.1907)   | feature_1949 (mu = 1.3400) | feature_1307 (mu = -0.6805) | feature_187 (mu = -0.7395) | feature_365 (mu = 1.5908)   | feature_1949 (mu = -0.8866) | feature_1676 (mu = 1.0147)  | feature_1545 (mu = -0.9497) | feature_365 (mu = -0.6213) | feature_178 (mu = -1.6085) |


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       | 693.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 678.000 |
| Recall                 | 1.000   |
| Precision              | 0.022   |
| F1_Score               | 0.042   |
| Jaccard                | 0.022   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.978   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.339   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 2.886   |

## 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']


 - 693 discovered features:
   ['feature_1', 'feature_1000', 'feature_1001', 'feature_1002', 'feature_1003', 'feature_1006', 'feature_1007', 'feature_1008', 'feature_1017', 'feature_1020', 'feature_1026', 'feature_1029', 'feature_1031', 'feature_1033', 'feature_1034', 'feature_1036', 'feature_1037', 'feature_1039', 'feature_1040', 'feature_1045', 'feature_1049', 'feature_105', 'feature_1051', 'feature_1053', 'feature_1056', 'feature_1057', 'feature_1059', 'feature_106', 'feature_1060', 'feature_1065', 'feature_1068', 'feature_1070', 'feature_1072', 'feature_108', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_109', 'feature_1095', 'feature_1096', 'feature_1106', 'feature_1110', 'feature_1117', 'feature_1120', 'feature_1124', 'feature_1125', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1133', 'feature_1135', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1145', 'feature_1147', 'feature_1150', 'feature_1151', 'feature_1159', 'feature_1162', 'feature_1165', 'feature_1167', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1192', 'feature_1194', 'feature_1196', 'feature_1199', 'feature_12', 'feature_120', 'feature_1202', 'feature_1208', 'feature_1209', 'feature_121', 'feature_1212', 'feature_1213', 'feature_1214', 'feature_1216', 'feature_1224', 'feature_1225', 'feature_123', 'feature_1233', 'feature_1236', 'feature_1237', 'feature_1240', 'feature_1242', 'feature_1246', 'feature_1249', 'feature_1250', 'feature_1264', 'feature_1265', 'feature_1269', 'feature_127', 'feature_1274', 'feature_1277', 'feature_1278', 'feature_1281', 'feature_1284', 'feature_1285', 'feature_1288', 'feature_129', 'feature_1290', 'feature_1292', 'feature_1293', 'feature_1297', 'feature_1298', 'feature_1299', 'feature_1300', 'feature_1301', 'feature_1303', 'feature_1305', 'feature_1307', 'feature_1313', 'feature_1314', 'feature_1315', 'feature_1316', 'feature_1317', 'feature_132', 'feature_1324', 'feature_1327', 'feature_133', 'feature_1337', 'feature_1339', 'feature_134', 'feature_1346', 'feature_1348', 'feature_135', 'feature_1355', 'feature_1358', 'feature_1363', 'feature_1364', 'feature_1365', 'feature_1370', 'feature_1373', 'feature_1375', 'feature_1376', 'feature_1386', 'feature_139', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_1399', 'feature_140', 'feature_1401', 'feature_1403', 'feature_1405', 'feature_1407', 'feature_1411', 'feature_1412', 'feature_1414', 'feature_1415', 'feature_1422', 'feature_1424', 'feature_1429', 'feature_143', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_144', 'feature_1445', 'feature_1446', 'feature_1451', 'feature_1452', 'feature_1453', 'feature_1458', 'feature_1461', 'feature_1463', 'feature_1464', 'feature_1465', 'feature_1469', 'feature_1470', 'feature_1472', 'feature_1473', 'feature_1477', 'feature_1482', 'feature_1485', 'feature_1487', 'feature_1491', 'feature_1496', 'feature_15', 'feature_150', 'feature_1500', 'feature_1501', 'feature_1504', 'feature_1505', 'feature_1506', 'feature_1507', 'feature_1511', 'feature_1514', 'feature_1518', 'feature_1519', 'feature_1522', 'feature_1525', 'feature_153', 'feature_1530', 'feature_1531', 'feature_1532', 'feature_1534', 'feature_1535', 'feature_1539', 'feature_1542', 'feature_1545', 'feature_1552', 'feature_1553', 'feature_1556', 'feature_1563', 'feature_1564', 'feature_1565', 'feature_1568', 'feature_1571', 'feature_1577', 'feature_1579', 'feature_1583', 'feature_1586', 'feature_1587', 'feature_1588', 'feature_1589', 'feature_1590', 'feature_1592', 'feature_1594', 'feature_1596', 'feature_16', 'feature_1600', 'feature_1602', 'feature_1603', 'feature_1606', 'feature_1607', 'feature_1608', 'feature_161', 'feature_1611', 'feature_1613', 'feature_1616', 'feature_1617', 'feature_1618', 'feature_162', 'feature_1621', 'feature_1623', 'feature_1626', 'feature_1637', 'feature_1644', 'feature_1646', 'feature_165', 'feature_1650', 'feature_1656', 'feature_1659', 'feature_1666', 'feature_1671', 'feature_1676', 'feature_1679', 'feature_1685', 'feature_1690', 'feature_1691', 'feature_17', 'feature_170', 'feature_1709', 'feature_1711', 'feature_1714', 'feature_1715', 'feature_1728', 'feature_1730', 'feature_1731', 'feature_1735', 'feature_1736', 'feature_1738', 'feature_1742', 'feature_1746', 'feature_1748', 'feature_175', 'feature_1755', 'feature_1757', 'feature_1758', 'feature_1759', 'feature_176', 'feature_1760', 'feature_1761', 'feature_1764', 'feature_1767', 'feature_177', 'feature_1777', 'feature_1779', 'feature_178', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1788', 'feature_1789', 'feature_1790', 'feature_1791', 'feature_1794', 'feature_180', 'feature_181', 'feature_1810', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_1822', 'feature_1826', 'feature_183', 'feature_1830', 'feature_1831', 'feature_1836', 'feature_1837', 'feature_1839', 'feature_1840', 'feature_1842', 'feature_1844', 'feature_1849', 'feature_1852', 'feature_1855', 'feature_1856', 'feature_1860', 'feature_1865', 'feature_1867', 'feature_1868', 'feature_187', 'feature_1874', 'feature_1875', 'feature_1881', 'feature_1885', 'feature_1891', 'feature_1896', 'feature_1899', 'feature_1900', 'feature_1903', 'feature_1905', 'feature_1908', 'feature_1909', 'feature_191', 'feature_1910', 'feature_1911', 'feature_1913', 'feature_1914', 'feature_1918', 'feature_1920', 'feature_1921', 'feature_1923', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1934', 'feature_1935', 'feature_1939', 'feature_194', 'feature_1941', 'feature_1942', 'feature_1945', 'feature_1946', 'feature_1949', 'feature_1952', 'feature_1953', 'feature_1955', 'feature_1962', 'feature_1963', 'feature_1968', 'feature_1969', 'feature_1971', 'feature_1972', 'feature_1973', 'feature_1974', 'feature_198', 'feature_1980', 'feature_1982', 'feature_1986', 'feature_1987', 'feature_1990', 'feature_1991', 'feature_1993', 'feature_200', 'feature_201', 'feature_209', 'feature_213', 'feature_214', 'feature_215', 'feature_216', 'feature_217', 'feature_218', 'feature_220', 'feature_222', 'feature_223', 'feature_225', 'feature_238', 'feature_242', 'feature_248', 'feature_249', 'feature_250', 'feature_254', 'feature_256', 'feature_257', 'feature_258', 'feature_259', 'feature_260', 'feature_261', 'feature_265', 'feature_266', 'feature_267', 'feature_269', 'feature_270', 'feature_272', 'feature_274', 'feature_276', 'feature_279', 'feature_280', 'feature_282', 'feature_286', 'feature_288', 'feature_290', 'feature_291', 'feature_292', 'feature_293', 'feature_298', 'feature_299', 'feature_3', 'feature_303', 'feature_304', 'feature_305', 'feature_31', 'feature_311', 'feature_312', 'feature_313', 'feature_315', 'feature_317', 'feature_318', 'feature_320', 'feature_324', 'feature_325', 'feature_327', 'feature_328', 'feature_331', 'feature_332', 'feature_335', 'feature_338', 'feature_342', 'feature_345', 'feature_346', 'feature_351', 'feature_353', 'feature_357', 'feature_361', 'feature_365', 'feature_366', 'feature_367', 'feature_368', 'feature_369', 'feature_372', 'feature_373', 'feature_376', 'feature_377', 'feature_378', 'feature_379', 'feature_386', 'feature_388', 'feature_39', 'feature_391', 'feature_392', 'feature_395', 'feature_398', 'feature_40', 'feature_404', 'feature_407', 'feature_409', 'feature_41', 'feature_417', 'feature_422', 'feature_425', 'feature_429', 'feature_43', 'feature_432', 'feature_434', 'feature_44', 'feature_440', 'feature_442', 'feature_445', 'feature_453', 'feature_454', 'feature_457', 'feature_46', 'feature_460', 'feature_461', 'feature_465', 'feature_467', 'feature_475', 'feature_48', 'feature_483', 'feature_491', 'feature_493', 'feature_495', 'feature_496', 'feature_497', 'feature_499', 'feature_5', 'feature_50', 'feature_502', 'feature_505', 'feature_511', 'feature_515', 'feature_518', 'feature_52', 'feature_520', 'feature_521', 'feature_522', 'feature_523', 'feature_528', 'feature_531', 'feature_532', 'feature_534', 'feature_535', 'feature_536', 'feature_537', 'feature_541', 'feature_545', 'feature_55', 'feature_550', 'feature_553', 'feature_556', 'feature_558', 'feature_559', 'feature_561', 'feature_562', 'feature_568', 'feature_57', 'feature_570', 'feature_578', 'feature_579', 'feature_582', 'feature_583', 'feature_584', 'feature_586', 'feature_587', 'feature_589', 'feature_599', 'feature_60', 'feature_601', 'feature_604', 'feature_606', 'feature_607', 'feature_608', 'feature_609', 'feature_615', 'feature_62', 'feature_621', 'feature_626', 'feature_627', 'feature_63', 'feature_636', 'feature_637', 'feature_640', 'feature_642', 'feature_644', 'feature_647', 'feature_651', 'feature_652', 'feature_654', 'feature_656', 'feature_657', 'feature_659', 'feature_66', 'feature_665', 'feature_669', 'feature_67', 'feature_672', 'feature_673', 'feature_676', 'feature_678', 'feature_68', 'feature_680', 'feature_682', 'feature_684', 'feature_687', 'feature_688', 'feature_69', 'feature_690', 'feature_691', 'feature_692', 'feature_695', 'feature_697', 'feature_7', 'feature_700', 'feature_701', 'feature_703', 'feature_706', 'feature_707', 'feature_709', 'feature_711', 'feature_713', 'feature_714', 'feature_717', 'feature_722', 'feature_723', 'feature_729', 'feature_730', 'feature_736', 'feature_738', 'feature_740', 'feature_741', 'feature_747', 'feature_748', 'feature_749', 'feature_751', 'feature_752', 'feature_754', 'feature_761', 'feature_764', 'feature_765', 'feature_768', 'feature_769', 'feature_77', 'feature_772', 'feature_774', 'feature_775', 'feature_781', 'feature_783', 'feature_785', 'feature_787', 'feature_79', 'feature_790', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_8', 'feature_802', 'feature_803', 'feature_808', 'feature_809', 'feature_810', 'feature_812', 'feature_820', 'feature_823', 'feature_825', 'feature_831', 'feature_834', 'feature_84', 'feature_840', 'feature_843', 'feature_848', 'feature_852', 'feature_856', 'feature_858', 'feature_860', 'feature_863', 'feature_865', 'feature_866', 'feature_867', 'feature_87', 'feature_872', 'feature_876', 'feature_877', 'feature_880', 'feature_881', 'feature_883', 'feature_884', 'feature_89', 'feature_890', 'feature_893', 'feature_897', 'feature_899', 'feature_900', 'feature_904', 'feature_905', 'feature_907', 'feature_910', 'feature_912', 'feature_916', 'feature_921', 'feature_923', 'feature_934', 'feature_936', 'feature_937', 'feature_94', 'feature_942', 'feature_943', 'feature_945', 'feature_946', 'feature_948', 'feature_949', 'feature_951', 'feature_952', 'feature_957', 'feature_958', 'feature_959', 'feature_96', 'feature_962', 'feature_968', 'feature_972', 'feature_978', 'feature_98', 'feature_980', 'feature_982', 'feature_989', 'feature_99', 'feature_999']

 - 0 missed true support features:
   []

 - 678 extra features found (not in true support):
   ['feature_1', 'feature_1000', 'feature_1001', 'feature_1002', 'feature_1003', 'feature_1006', 'feature_1007', 'feature_1008', 'feature_1017', 'feature_1020', 'feature_1026', 'feature_1029', 'feature_1031', 'feature_1033', 'feature_1034', 'feature_1036', 'feature_1037', 'feature_1039', 'feature_1040', 'feature_1045', 'feature_1049', 'feature_105', 'feature_1053', 'feature_1056', 'feature_1057', 'feature_1059', 'feature_106', 'feature_1060', 'feature_1065', 'feature_1068', 'feature_1070', 'feature_1072', 'feature_108', 'feature_1081', 'feature_1087', 'feature_1089', 'feature_109', 'feature_1095', 'feature_1096', 'feature_1106', 'feature_1110', 'feature_1117', 'feature_1120', 'feature_1124', 'feature_1125', 'feature_1129', 'feature_1131', 'feature_1132', 'feature_1133', 'feature_1135', 'feature_1138', 'feature_114', 'feature_1141', 'feature_1145', 'feature_1147', 'feature_1150', 'feature_1151', 'feature_1159', 'feature_1162', 'feature_1165', 'feature_1167', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1192', 'feature_1194', 'feature_1196', 'feature_1199', 'feature_12', 'feature_120', 'feature_1202', 'feature_1208', 'feature_1209', 'feature_121', 'feature_1212', 'feature_1213', 'feature_1214', 'feature_1216', 'feature_1224', 'feature_1225', 'feature_123', 'feature_1233', 'feature_1236', 'feature_1237', 'feature_1240', 'feature_1242', 'feature_1246', 'feature_1249', 'feature_1250', 'feature_1264', 'feature_1265', 'feature_1269', 'feature_127', 'feature_1274', 'feature_1277', 'feature_1278', 'feature_1281', 'feature_1284', 'feature_1285', 'feature_1288', 'feature_129', 'feature_1290', 'feature_1292', 'feature_1293', 'feature_1297', 'feature_1298', 'feature_1299', 'feature_1300', 'feature_1301', 'feature_1303', 'feature_1305', 'feature_1313', 'feature_1314', 'feature_1315', 'feature_1316', 'feature_1317', 'feature_132', 'feature_1324', 'feature_1327', 'feature_133', 'feature_1337', 'feature_1339', 'feature_134', 'feature_1346', 'feature_1348', 'feature_135', 'feature_1355', 'feature_1358', 'feature_1363', 'feature_1364', 'feature_1365', 'feature_1370', 'feature_1373', 'feature_1375', 'feature_1376', 'feature_1386', 'feature_139', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_1399', 'feature_140', 'feature_1401', 'feature_1403', 'feature_1405', 'feature_1407', 'feature_1411', 'feature_1412', 'feature_1414', 'feature_1415', 'feature_1422', 'feature_1424', 'feature_1429', 'feature_143', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_144', 'feature_1445', 'feature_1446', 'feature_1451', 'feature_1452', 'feature_1453', 'feature_1458', 'feature_1461', 'feature_1463', 'feature_1464', 'feature_1465', 'feature_1469', 'feature_1472', 'feature_1473', 'feature_1477', 'feature_1482', 'feature_1485', 'feature_1487', 'feature_1491', 'feature_1496', 'feature_15', 'feature_150', 'feature_1500', 'feature_1501', 'feature_1504', 'feature_1505', 'feature_1506', 'feature_1507', 'feature_1511', 'feature_1514', 'feature_1518', 'feature_1519', 'feature_1525', 'feature_153', 'feature_1530', 'feature_1531', 'feature_1532', 'feature_1534', 'feature_1535', 'feature_1539', 'feature_1542', 'feature_1552', 'feature_1553', 'feature_1556', 'feature_1563', 'feature_1564', 'feature_1565', 'feature_1568', 'feature_1571', 'feature_1577', 'feature_1579', 'feature_1583', 'feature_1586', 'feature_1587', 'feature_1588', 'feature_1589', 'feature_1590', 'feature_1592', 'feature_1594', 'feature_1596', 'feature_16', 'feature_1600', 'feature_1602', 'feature_1603', 'feature_1606', 'feature_1607', 'feature_1608', 'feature_161', 'feature_1611', 'feature_1613', 'feature_1616', 'feature_1617', 'feature_1618', 'feature_162', 'feature_1621', 'feature_1623', 'feature_1626', 'feature_1637', 'feature_1644', 'feature_1646', 'feature_165', 'feature_1650', 'feature_1656', 'feature_1659', 'feature_1666', 'feature_1671', 'feature_1679', 'feature_1685', 'feature_1690', 'feature_1691', 'feature_17', 'feature_170', 'feature_1709', 'feature_1711', 'feature_1714', 'feature_1715', 'feature_1728', 'feature_1730', 'feature_1731', 'feature_1735', 'feature_1736', 'feature_1738', 'feature_1742', 'feature_1746', 'feature_1748', 'feature_175', 'feature_1755', 'feature_1757', 'feature_1758', 'feature_1759', 'feature_176', 'feature_1760', 'feature_1761', 'feature_1764', 'feature_1767', 'feature_177', 'feature_1777', 'feature_1779', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1788', 'feature_1789', 'feature_1790', 'feature_1791', 'feature_1794', 'feature_180', 'feature_181', 'feature_1810', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_1822', 'feature_1826', 'feature_183', 'feature_1830', 'feature_1831', 'feature_1836', 'feature_1837', 'feature_1839', 'feature_1840', 'feature_1842', 'feature_1844', 'feature_1849', 'feature_1852', 'feature_1855', 'feature_1856', 'feature_1860', 'feature_1865', 'feature_1867', 'feature_1868', 'feature_1874', 'feature_1875', 'feature_1881', 'feature_1885', 'feature_1891', 'feature_1896', 'feature_1899', 'feature_1900', 'feature_1903', 'feature_1905', 'feature_1908', 'feature_1909', 'feature_191', 'feature_1910', 'feature_1911', 'feature_1913', 'feature_1914', 'feature_1918', 'feature_1920', 'feature_1921', 'feature_1923', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1934', 'feature_1935', 'feature_1939', 'feature_194', 'feature_1941', 'feature_1942', 'feature_1945', 'feature_1946', 'feature_1952', 'feature_1953', 'feature_1955', 'feature_1962', 'feature_1963', 'feature_1968', 'feature_1969', 'feature_1971', 'feature_1972', 'feature_1973', 'feature_1974', 'feature_198', 'feature_1980', 'feature_1982', 'feature_1986', 'feature_1987', 'feature_1990', 'feature_1991', 'feature_1993', 'feature_200', 'feature_201', 'feature_209', 'feature_213', 'feature_214', 'feature_215', 'feature_216', 'feature_217', 'feature_218', 'feature_220', 'feature_222', 'feature_223', 'feature_225', 'feature_238', 'feature_242', 'feature_248', 'feature_249', 'feature_250', 'feature_254', 'feature_256', 'feature_257', 'feature_258', 'feature_259', 'feature_260', 'feature_261', 'feature_265', 'feature_266', 'feature_267', 'feature_269', 'feature_270', 'feature_272', 'feature_274', 'feature_276', 'feature_279', 'feature_280', 'feature_282', 'feature_286', 'feature_288', 'feature_290', 'feature_291', 'feature_292', 'feature_293', 'feature_298', 'feature_299', 'feature_3', 'feature_303', 'feature_304', 'feature_305', 'feature_31', 'feature_311', 'feature_312', 'feature_313', 'feature_315', 'feature_317', 'feature_318', 'feature_320', 'feature_324', 'feature_325', 'feature_327', 'feature_328', 'feature_331', 'feature_332', 'feature_335', 'feature_338', 'feature_342', 'feature_345', 'feature_346', 'feature_351', 'feature_353', 'feature_357', 'feature_361', 'feature_366', 'feature_367', 'feature_368', 'feature_369', 'feature_372', 'feature_373', 'feature_376', 'feature_377', 'feature_378', 'feature_379', 'feature_386', 'feature_388', 'feature_39', 'feature_391', 'feature_392', 'feature_395', 'feature_398', 'feature_40', 'feature_404', 'feature_407', 'feature_409', 'feature_41', 'feature_417', 'feature_422', 'feature_425', 'feature_429', 'feature_43', 'feature_432', 'feature_434', 'feature_44', 'feature_440', 'feature_442', 'feature_445', 'feature_453', 'feature_454', 'feature_457', 'feature_46', 'feature_460', 'feature_461', 'feature_465', 'feature_467', 'feature_475', 'feature_48', 'feature_483', 'feature_491', 'feature_493', 'feature_495', 'feature_496', 'feature_497', 'feature_499', 'feature_5', 'feature_50', 'feature_502', 'feature_505', 'feature_511', 'feature_515', 'feature_518', 'feature_52', 'feature_520', 'feature_521', 'feature_522', 'feature_523', 'feature_528', 'feature_531', 'feature_532', 'feature_534', 'feature_535', 'feature_536', 'feature_537', 'feature_541', 'feature_545', 'feature_55', 'feature_550', 'feature_553', 'feature_556', 'feature_558', 'feature_559', 'feature_561', 'feature_562', 'feature_568', 'feature_57', 'feature_570', 'feature_578', 'feature_579', 'feature_582', 'feature_583', 'feature_584', 'feature_586', 'feature_587', 'feature_589', 'feature_599', 'feature_60', 'feature_601', 'feature_604', 'feature_606', 'feature_607', 'feature_608', 'feature_609', 'feature_615', 'feature_62', 'feature_621', 'feature_626', 'feature_627', 'feature_63', 'feature_636', 'feature_637', 'feature_640', 'feature_642', 'feature_644', 'feature_647', 'feature_651', 'feature_652', 'feature_654', 'feature_656', 'feature_657', 'feature_659', 'feature_66', 'feature_665', 'feature_669', 'feature_67', 'feature_672', 'feature_673', 'feature_676', 'feature_678', 'feature_68', 'feature_680', 'feature_682', 'feature_684', 'feature_687', 'feature_688', 'feature_69', 'feature_690', 'feature_691', 'feature_692', 'feature_695', 'feature_697', 'feature_7', 'feature_700', 'feature_701', 'feature_703', 'feature_706', 'feature_707', 'feature_709', 'feature_711', 'feature_713', 'feature_714', 'feature_717', 'feature_722', 'feature_723', 'feature_729', 'feature_730', 'feature_736', 'feature_738', 'feature_740', 'feature_747', 'feature_748', 'feature_749', 'feature_751', 'feature_752', 'feature_754', 'feature_761', 'feature_764', 'feature_765', 'feature_768', 'feature_769', 'feature_77', 'feature_772', 'feature_774', 'feature_775', 'feature_781', 'feature_783', 'feature_785', 'feature_787', 'feature_79', 'feature_790', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_8', 'feature_802', 'feature_803', 'feature_808', 'feature_809', 'feature_810', 'feature_812', 'feature_820', 'feature_823', 'feature_825', 'feature_831', 'feature_834', 'feature_84', 'feature_840', 'feature_843', 'feature_848', 'feature_852', 'feature_856', 'feature_858', 'feature_860', 'feature_863', 'feature_865', 'feature_867', 'feature_87', 'feature_872', 'feature_876', 'feature_880', 'feature_881', 'feature_883', 'feature_884', 'feature_89', 'feature_890', 'feature_893', 'feature_897', 'feature_900', 'feature_904', 'feature_905', 'feature_907', 'feature_910', 'feature_912', 'feature_916', 'feature_921', 'feature_923', 'feature_934', 'feature_936', 'feature_937', 'feature_94', 'feature_942', 'feature_943', 'feature_945', 'feature_946', 'feature_948', 'feature_949', 'feature_951', 'feature_952', 'feature_957', 'feature_958', 'feature_959', 'feature_96', 'feature_962', 'feature_968', 'feature_972', 'feature_978', 'feature_98', 'feature_980', 'feature_982', 'feature_989', 'feature_99']


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_178 (mu = -1.3062)  | feature_999 (mu = -1.4477)  | feature_877 (mu = -1.9216)  | feature_178 (mu = -2.3235)  | feature_1676 (mu = -1.0639) | feature_1307 (mu = 1.7099)  | feature_1545 (mu = 2.7056)  | feature_178 (mu = -1.8687)  | feature_178 (mu = 2.0215)   | feature_1949 (mu = 1.5379)  | feature_866 (mu = 2.4595)   | feature_741 (mu = 2.7264)   |
| 1     | feature_866 (mu = 1.0309)   | feature_1307 (mu = -1.4108) | feature_1545 (mu = 1.3970)  | feature_877 (mu = -2.1655)  | feature_866 (mu = 1.0613)   | feature_1051 (mu = 1.3472)  | feature_1949 (mu = -1.9472) | feature_1522 (mu = 1.2114)  | feature_1307 (mu = 1.9271)  | feature_877 (mu = -1.4742)  | feature_999 (mu = -1.1284)  | feature_1949 (mu = 2.6454)  |
| 2     | feature_1676 (mu = -0.9701) | feature_1470 (mu = -1.3156) | feature_1676 (mu = -1.2874) | feature_1470 (mu = 1.8978)  | feature_187 (mu = 0.9120)   | feature_178 (mu = -1.0806)  | feature_187 (mu = 1.7902)   | feature_187 (mu = -0.9574)  | feature_1545 (mu = -1.4451) | feature_187 (mu = 1.3013)   | feature_1545 (mu = 0.7818)  | feature_365 (mu = -1.9362)  |
| 3     | feature_1522 (mu = 0.9416)  | feature_866 (mu = -1.1249)  | feature_1307 (mu = -1.2493) | feature_1307 (mu = 1.7515)  | feature_1051 (mu = 0.7498)  | feature_999 (mu = -0.7767)  | feature_877 (mu = -1.6150)  | feature_866 (mu = 0.9167)   | feature_365 (mu = 1.3167)   | feature_178 (mu = 1.0669)   | feature_877 (mu = -0.7658)  | feature_877 (mu = 1.8785)   |
| 4     | feature_1545 (mu = 0.8687)  | feature_178 (mu = 1.0544)   | feature_899 (mu = 1.1907)   | feature_1949 (mu = 1.3400)  | feature_1307 (mu = -0.6805) | feature_187 (mu = -0.7395)  | feature_365 (mu = 1.5908)   | feature_1949 (mu = -0.8866) | feature_1676 (mu = 1.0147)  | feature_1545 (mu = -0.9497) | feature_365 (mu = -0.6213)  | feature_178 (mu = -1.6085)  |
| 5     | feature_365 (mu = -0.6666)  | feature_1051 (mu = 0.9000)  | feature_1522 (mu = -1.0825) | feature_866 (mu = 0.9312)   | feature_1522 (mu = 0.6616)  | feature_1949 (mu = -0.6242) | feature_1470 (mu = 1.1651)  | feature_1545 (mu = -0.5731) | feature_866 (mu = 0.9625)   | feature_999 (mu = -0.8298)  | feature_1949 (mu = 0.5577)  | feature_1470 (mu = -1.4334) |
| 6     | feature_1051 (mu = 0.5240)  | feature_899 (mu = 0.6124)   | feature_1470 (mu = 1.0614)  | feature_1676 (mu = 0.6267)  | feature_999 (mu = 0.6296)   | feature_741 (mu = -0.6010)  | feature_741 (mu = -1.1376)  | feature_1470 (mu = -0.5086) | feature_999 (mu = -0.7447)  | feature_899 (mu = 0.7265)   | feature_1307 (mu = -0.5256) | feature_1522 (mu = -1.3692) |
| 7     | feature_999 (mu = 0.4803)   | feature_187 (mu = -0.5721)  | feature_741 (mu = 0.9520)   | feature_187 (mu = 0.5083)   | feature_365 (mu = 0.5792)   | feature_866 (mu = -0.5769)  | feature_1522 (mu = 1.1027)  | feature_877 (mu = -0.4882)  | feature_877 (mu = -0.5631)  | feature_1307 (mu = -0.6273) | feature_178 (mu = -0.4951)  | feature_866 (mu = 1.1331)   |
| 8     | feature_1470 (mu = -0.4740) | feature_1949 (mu = -0.5318) | feature_1051 (mu = -0.8895) | feature_899 (mu = -0.4659)  | feature_178 (mu = 0.5444)   | feature_1522 (mu = -0.4463) | feature_1307 (mu = -0.9002) | feature_365 (mu = -0.3375)  | feature_187 (mu = 0.4041)   | feature_1470 (mu = 0.5484)  | feature_1470 (mu = 0.4037)  | feature_1676 (mu = -0.7690) |
| 9     | feature_877 (mu = 0.4272)   | feature_741 (mu = 0.5157)   | feature_866 (mu = 0.8755)   | feature_1051 (mu = -0.4165) | feature_1545 (mu = -0.5344) | feature_1545 (mu = 0.3963)  | feature_999 (mu = -0.7128)  | feature_1676 (mu = 0.2422)  | feature_741 (mu = -0.3043)  | feature_1051 (mu = 0.2577)  | feature_741 (mu = -0.2127)  | feature_899 (mu = 0.4201)   |
| 10    | feature_899 (mu = 0.3619)   | feature_1545 (mu = -0.4637) | feature_1949 (mu = 0.7642)  | feature_365 (mu = -0.3653)  | feature_899 (mu = 0.5320)   | feature_877 (mu = 0.2086)   | feature_178 (mu = 0.4708)   | feature_899 (mu = -0.2175)  | feature_1051 (mu = 0.3014)  | feature_866 (mu = 0.1632)   | feature_1522 (mu = 0.2086)  | feature_1307 (mu = 0.3620)  |
| 11    | feature_741 (mu = 0.3349)   | feature_877 (mu = -0.4630)  | feature_187 (mu = -0.4754)  | feature_741 (mu = -0.2967)  | feature_877 (mu = -0.4928)  | feature_1676 (mu = -0.1398) | feature_1051 (mu = 0.3270)  | feature_1051 (mu = 0.1500)  | feature_1470 (mu = 0.2837)  | feature_365 (mu = 0.1551)   | feature_1676 (mu = 0.1116)  | feature_999 (mu = 0.3347)   |
| 12    | feature_1949 (mu = -0.2755) | feature_365 (mu = 0.4040)   | feature_738 (mu = -0.1634)  | feature_999 (mu = -0.2845)  | feature_1949 (mu = -0.4163) | feature_365 (mu = 0.1131)   | feature_165 (mu = -0.2040)  | feature_872 (mu = -0.1161)  | feature_899 (mu = 0.1373)   | feature_1715 (mu = 0.1138)  | feature_1434 (mu = -0.0914) | feature_187 (mu = -0.3063)  |
| 13    | feature_187 (mu = 0.1566)   | feature_1522 (mu = -0.1334) | feature_165 (mu = -0.1628)  | feature_1522 (mu = -0.2284) | feature_1470 (mu = -0.2225) | feature_899 (mu = -0.1113)  | feature_105 (mu = -0.2001)  | feature_493 (mu = 0.1098)   | feature_1949 (mu = 0.1327)  | feature_40 (mu = 0.1100)    | feature_858 (mu = 0.0847)   | feature_711 (mu = 0.1991)   |
| 14    | feature_1147 (mu = 0.1162)  | feature_962 (mu = 0.0908)   | feature_105 (mu = -0.1574)  | feature_872 (mu = -0.1849)  | feature_741 (mu = -0.1140)  | feature_493 (mu = 0.1047)   | feature_968 (mu = -0.1973)  | feature_741 (mu = 0.1061)   | feature_266 (mu = 0.1052)   | feature_1911 (mu = -0.1045) | feature_1928 (mu = -0.0781) | feature_1246 (mu = 0.1887)  |
| 15    | feature_465 (mu = 0.1095)   | feature_518 (mu = -0.0847)  | feature_968 (mu = -0.1537)  | feature_119 (mu = -0.1731)  | feature_747 (mu = 0.0861)   | feature_1811 (mu = 0.1041)  | feature_50 (mu = 0.1973)    | feature_1928 (mu = -0.0945) | feature_425 (mu = 0.1031)   | feature_1676 (mu = 0.1041)  | feature_1921 (mu = 0.0776)  | feature_12 (mu = -0.1839)   |
| 16    | feature_303 (mu = -0.1094)  | feature_978 (mu = 0.0832)   | feature_1167 (mu = 0.1376)  | feature_568 (mu = 0.1707)   | feature_1246 (mu = 0.0772)  | feature_1411 (mu = 0.1031)  | feature_40 (mu = -0.1843)   | feature_238 (mu = -0.0939)  | feature_378 (mu = -0.1002)  | feature_1522 (mu = -0.0978) | feature_1606 (mu = -0.0774) | feature_951 (mu = 0.1814)   |
| 17    | feature_711 (mu = 0.1001)   | feature_1070 (mu = -0.0782) | feature_40 (mu = -0.1363)   | feature_962 (mu = -0.1634)  | feature_1250 (mu = -0.0688) | feature_1868 (mu = -0.1006) | feature_1911 (mu = 0.1830)  | feature_711 (mu = 0.0926)   | feature_831 (mu = -0.0925)  | feature_1060 (mu = 0.0944)  | feature_225 (mu = -0.0759)  | feature_534 (mu = 0.1774)   |
| 18    | feature_923 (mu = 0.0985)   | feature_1676 (mu = -0.0769) | feature_615 (mu = -0.1347)  | feature_493 (mu = 0.1628)   | feature_338 (mu = -0.0653)  | feature_1470 (mu = 0.0972)  | feature_1167 (mu = 0.1788)  | feature_84 (mu = -0.0898)   | feature_331 (mu = -0.0884)  | feature_1679 (mu = 0.0913)  | feature_1445 (mu = 0.0750)  | feature_1003 (mu = -0.1760) |
| 19    | feature_791 (mu = -0.0985)  | feature_493 (mu = -0.0751)  | feature_1505 (mu = -0.1341) | feature_313 (mu = 0.1571)   | feature_825 (mu = 0.0651)   | feature_1896 (mu = -0.0913) | feature_1788 (mu = -0.1753) | feature_962 (mu = -0.0894)  | feature_274 (mu = 0.0806)   | feature_1246 (mu = 0.0911)  | feature_682 (mu = -0.0742)  | feature_165 (mu = 0.1755)   |
| 20    | feature_534 (mu = 0.0963)   | feature_1392 (mu = 0.0749)  | feature_50 (mu = 0.1336)    | feature_1811 (mu = 0.1548)  | feature_1781 (mu = 0.0637)  | feature_48 (mu = -0.0910)   | feature_738 (mu = -0.1740)  | feature_713 (mu = 0.0883)   | feature_535 (mu = 0.0786)   | feature_1348 (mu = -0.0869) | feature_84 (mu = -0.0741)   | feature_442 (mu = 0.1724)   |
| 21    | feature_442 (mu = 0.0963)   | feature_313 (mu = -0.0744)  | feature_1942 (mu = -0.1335) | feature_978 (mu = -0.1502)  | feature_105 (mu = 0.0589)   | feature_1129 (mu = -0.0877) | feature_1963 (mu = -0.1689) | feature_502 (mu = 0.0877)   | feature_796 (mu = 0.0783)   | feature_691 (mu = -0.0866)  | feature_872 (mu = -0.0731)  | feature_604 (mu = -0.1717)  |
| 22    | feature_483 (mu = -0.0961)  | feature_1852 (mu = -0.0743) | feature_1188 (mu = -0.1323) | feature_1191 (mu = -0.1501) | feature_12 (mu = -0.0564)   | feature_1881 (mu = 0.0873)  | feature_951 (mu = -0.1671)  | feature_1811 (mu = 0.0862)  | feature_863 (mu = 0.0778)   | feature_1852 (mu = -0.0841) | feature_119 (mu = -0.0708)  | feature_1621 (mu = -0.1698) |
| 23    | feature_1909 (mu = -0.0941) | feature_1519 (mu = -0.0719) | feature_1246 (mu = -0.1322) | feature_1281 (mu = 0.1483)  | feature_153 (mu = -0.0563)  | feature_1736 (mu = -0.0869) | feature_1505 (mu = -0.1670) | feature_1736 (mu = -0.0861) | feature_793 (mu = -0.0768)  | feature_747 (mu = -0.0839)  | feature_311 (mu = 0.0703)   | feature_923 (mu = 0.1690)   |
| 24    | feature_425 (mu = -0.0917)  | feature_872 (mu = 0.0719)   | feature_1788 (mu = -0.1321) | feature_684 (mu = 0.1481)   | feature_335 (mu = 0.0562)   | feature_531 (mu = 0.0868)   | feature_1246 (mu = -0.1659) | feature_709 (mu = -0.0855)  | feature_282 (mu = -0.0766)  | feature_604 (mu = -0.0825)  | feature_1993 (mu = -0.0699) | feature_483 (mu = -0.1684)  |
| 25    | feature_165 (mu = 0.0904)   | feature_1059 (mu = 0.0717)  | feature_1736 (mu = 0.1271)  | feature_84 (mu = -0.1480)   | feature_528 (mu = 0.0555)   | feature_957 (mu = -0.0861)  | feature_1514 (mu = -0.1599) | feature_432 (mu = -0.0843)  | feature_1439 (mu = -0.0760) | feature_881 (mu = -0.0824)  | feature_1679 (mu = -0.0692) | feature_1760 (mu = -0.1652) |
| 26    | feature_1534 (mu = 0.0900)  | feature_1081 (mu = -0.0717) | feature_951 (mu = -0.1270)  | feature_1813 (mu = 0.1478)  | feature_1817 (mu = 0.0552)  | feature_978 (mu = -0.0856)  | feature_711 (mu = -0.1589)  | feature_16 (mu = -0.0842)   | feature_532 (mu = -0.0758)  | feature_372 (mu = -0.0808)  | feature_270 (mu = 0.0683)   | feature_105 (mu = 0.1648)   |
| 27    | feature_1348 (mu = -0.0899) | feature_1191 (mu = 0.0716)  | feature_133 (mu = 0.1236)   | feature_1446 (mu = -0.1464) | feature_1564 (mu = 0.0544)  | feature_803 (mu = 0.0853)   | feature_1679 (mu = -0.1578) | feature_1939 (mu = 0.0838)  | feature_1370 (mu = -0.0758) | feature_299 (mu = 0.0807)   | feature_722 (mu = 0.0676)   | feature_40 (mu = 0.1645)    |
| 28    | feature_1095 (mu = -0.0892) | feature_1464 (mu = -0.0714) | feature_1855 (mu = -0.1235) | feature_1429 (mu = 0.1461)  | feature_1679 (mu = 0.0542)  | feature_218 (mu = -0.0849)  | feature_1348 (mu = 0.1484)  | feature_317 (mu = 0.0831)   | feature_7 (mu = 0.0754)     | feature_583 (mu = -0.0793)  | feature_678 (mu = -0.0670)  | feature_133 (mu = -0.1623)  |
| 29    | feature_324 (mu = 0.0888)   | feature_1179 (mu = 0.0705)  | feature_238 (mu = 0.1232)   | feature_1216 (mu = 0.1454)  | feature_982 (mu = -0.0540)  | feature_1914 (mu = -0.0848) | feature_1942 (mu = -0.1481) | feature_511 (mu = 0.0828)   | feature_1147 (mu = -0.0747) | feature_1036 (mu = -0.0775) | feature_357 (mu = 0.0669)   | feature_1348 (mu = -0.1600) |
| 30    | feature_398 (mu = -0.0882)  | feature_881 (mu = -0.0700)  | feature_178 (mu = 0.1229)   | feature_1298 (mu = 0.1436)  | feature_1542 (mu = -0.0539) | feature_900 (mu = 0.0846)   | feature_134 (mu = 0.1471)   | feature_1896 (mu = -0.0826) | feature_730 (mu = 0.0744)   | feature_351 (mu = -0.0766)  | feature_291 (mu = 0.0652)   | feature_1414 (mu = -0.1597) |
| 31    | feature_7 (mu = -0.0873)    | feature_84 (mu = 0.0699)    | feature_1461 (mu = 0.1213)  | feature_1780 (mu = -0.1429) | feature_711 (mu = 0.0539)   | feature_1852 (mu = 0.0833)  | feature_626 (mu = -0.1464)  | feature_537 (mu = -0.0821)  | feature_417 (mu = -0.0743)  | feature_165 (mu = 0.0765)   | feature_1008 (mu = 0.0652)  | feature_669 (mu = -0.1584)  |
| 32    | feature_63 (mu = -0.0852)   | feature_1393 (mu = -0.0691) | feature_1314 (mu = -0.1204) | feature_751 (mu = -0.1428)  | feature_372 (mu = -0.0532)  | feature_50 (mu = -0.0812)   | feature_335 (mu = -0.1456)  | feature_1955 (mu = -0.0806) | feature_1748 (mu = -0.0738) | feature_1265 (mu = -0.0753) | feature_791 (mu = -0.0644)  | feature_1051 (mu = 0.1551)  |
| 33    | feature_1731 (mu = -0.0839) | feature_373 (mu = 0.0685)   | feature_1899 (mu = -0.1199) | feature_1852 (mu = 0.1410)  | feature_521 (mu = -0.0521)  | feature_568 (mu = 0.0810)   | feature_409 (mu = 0.1456)   | feature_568 (mu = 0.0793)   | feature_1288 (mu = 0.0732)  | feature_1602 (mu = -0.0746) | feature_1930 (mu = 0.0644)  | feature_1586 (mu = -0.1541) |
| 34    | feature_1133 (mu = 0.0835)  | feature_1429 (mu = -0.0683) | feature_711 (mu = -0.1198)  | feature_1837 (mu = 0.1410)  | feature_834 (mu = -0.0514)  | feature_1435 (mu = 0.0808)  | feature_1120 (mu = 0.1435)  | feature_1458 (mu = -0.0786) | feature_545 (mu = -0.0717)  | feature_1571 (mu = 0.0729)  | feature_1867 (mu = -0.0642) | feature_1788 (mu = 0.1541)  |
| 35    | feature_1621 (mu = -0.0832) | feature_583 (mu = -0.0664)  | feature_1265 (mu = 0.1196)  | feature_831 (mu = -0.1387)  | feature_692 (mu = 0.0501)   | feature_809 (mu = 0.0805)   | feature_12 (mu = 0.1421)    | feature_1059 (mu = -0.0786) | feature_1225 (mu = -0.0716) | feature_105 (mu = 0.0727)   | feature_684 (mu = 0.0638)   | feature_1731 (mu = -0.1525) |
| 36    | feature_105 (mu = 0.0826)   | feature_793 (mu = 0.0663)   | feature_515 (mu = 0.1189)   | feature_1784 (mu = 0.1382)  | feature_491 (mu = -0.0499)  | feature_522 (mu = 0.0804)   | feature_1496 (mu = -0.1419) | feature_1813 (mu = 0.0784)  | feature_144 (mu = 0.0712)   | feature_109 (mu = 0.0726)   | feature_407 (mu = 0.0637)   | feature_968 (mu = 0.1522)   |
| 37    | feature_170 (mu = 0.0823)   | feature_1780 (mu = 0.0656)  | feature_1811 (mu = -0.1173) | feature_793 (mu = -0.1378)  | feature_690 (mu = 0.0499)   | feature_1826 (mu = 0.0801)  | feature_1817 (mu = -0.1410) | feature_1530 (mu = 0.0784)  | feature_951 (mu = -0.0709)  | feature_1070 (mu = -0.0724) | feature_395 (mu = -0.0631)  | feature_331 (mu = 0.1516)   |
| 38    | feature_391 (mu = -0.0819)  | feature_290 (mu = 0.0655)   | feature_1618 (mu = -0.1172) | feature_798 (mu = 0.1377)   | feature_1412 (mu = -0.0494) | feature_5 (mu = -0.0795)    | feature_923 (mu = -0.1403)  | feature_218 (mu = -0.0783)  | feature_1196 (mu = -0.0697) | feature_1138 (mu = 0.0724)  | feature_1607 (mu = -0.0628) | feature_736 (mu = 0.1509)   |
| 39    | feature_491 (mu = -0.0810)  | feature_238 (mu = 0.0643)   | feature_1911 (mu = 0.1169)  | feature_16 (mu = -0.1369)   | feature_303 (mu = -0.0494)  | feature_1278 (mu = -0.0788) | feature_1874 (mu = 0.1399)  | feature_1191 (mu = -0.0780) | feature_89 (mu = 0.0696)    | feature_276 (mu = 0.0719)   | feature_1358 (mu = -0.0628) | feature_1405 (mu = 0.1508)  |
| 40    | feature_180 (mu = -0.0806)  | feature_579 (mu = 0.0642)   | feature_1953 (mu = 0.1159)  | feature_511 (mu = 0.1347)   | feature_1589 (mu = 0.0493)  | feature_1135 (mu = -0.0779) | feature_214 (mu = 0.1389)   | feature_1839 (mu = 0.0774)  | feature_606 (mu = -0.0695)  | feature_852 (mu = -0.0715)  | feature_404 (mu = 0.0620)   | feature_376 (mu = -0.1490)  |
| 41    | feature_440 (mu = -0.0802)  | feature_276 (mu = 0.0640)   | feature_656 (mu = 0.1159)   | feature_860 (mu = 0.1342)   | feature_1934 (mu = 0.0493)  | feature_550 (mu = -0.0773)  | feature_1691 (mu = -0.1372) | feature_1637 (mu = 0.0774)  | feature_714 (mu = 0.0691)   | feature_872 (mu = 0.0715)   | feature_217 (mu = 0.0619)   | feature_959 (mu = 0.1485)   |
| 42    | feature_1003 (mu = -0.0799) | feature_684 (mu = -0.0637)  | feature_409 (mu = 0.1157)   | feature_952 (mu = 0.1331)   | feature_765 (mu = -0.0491)  | feature_1159 (mu = -0.0771) | feature_1563 (mu = -0.1360) | feature_1192 (mu = 0.0767)  | feature_376 (mu = 0.0680)   | feature_528 (mu = 0.0709)   | feature_1556 (mu = -0.0616) | feature_626 (mu = 0.1482)   |
| 43    | feature_376 (mu = -0.0795)  | feature_1507 (mu = 0.0632)  | feature_943 (mu = 0.1154)   | feature_1482 (mu = 0.1323)  | feature_376 (mu = -0.0487)  | feature_320 (mu = -0.0769)  | feature_1855 (mu = -0.1350) | feature_1780 (mu = -0.0763) | feature_1299 (mu = 0.0678)  | feature_368 (mu = -0.0691)  | feature_711 (mu = 0.0615)   | feature_367 (mu = 0.1468)   |
| 44    | feature_691 (mu = -0.0792)  | feature_1896 (mu = 0.0618)  | feature_1501 (mu = -0.1146) | feature_1928 (mu = -0.1316) | feature_1941 (mu = 0.0484)  | feature_290 (mu = -0.0764)  | feature_215 (mu = 0.1343)   | feature_840 (mu = 0.0757)   | feature_496 (mu = 0.0678)   | feature_570 (mu = 0.0689)   | feature_313 (mu = 0.0610)   | feature_791 (mu = -0.1466)  |
| 45    | feature_678 (mu = -0.0792)  | feature_1305 (mu = 0.0618)  | feature_942 (mu = -0.1145)  | feature_1530 (mu = 0.1295)  | feature_1337 (mu = -0.0482) | feature_68 (mu = 0.0756)    | feature_942 (mu = -0.1342)  | feature_1969 (mu = 0.0753)  | feature_1709 (mu = 0.0674)  | feature_1435 (mu = -0.0679) | feature_1274 (mu = 0.0609)  | feature_1461 (mu = -0.1462) |
| 46    | feature_959 (mu = 0.0782)   | feature_1928 (mu = 0.0617)  | feature_921 (mu = 0.1141)   | feature_1839 (mu = 0.1292)  | feature_1671 (mu = 0.0480)  | feature_220 (mu = 0.0753)   | feature_1405 (mu = -0.1328) | feature_1501 (mu = 0.0746)  | feature_1424 (mu = 0.0669)  | feature_1162 (mu = -0.0678) | feature_561 (mu = -0.0604)  | feature_1506 (mu = -0.1456) |
| 47    | feature_1564 (mu = 0.0775)  | feature_1285 (mu = -0.0608) | feature_1487 (mu = 0.1137)  | feature_1000 (mu = 0.1290)  | feature_768 (mu = -0.0478)  | feature_1429 (mu = 0.0753)  | feature_1034 (mu = -0.1327) | feature_1910 (mu = -0.0744) | feature_386 (mu = -0.0667)  | feature_1690 (mu = 0.0678)  | feature_1860 (mu = -0.0603) | feature_1505 (mu = 0.1448)  |
| 48    | feature_802 (mu = -0.0771)  | feature_1216 (mu = -0.0598) | feature_1817 (mu = -0.1136) | feature_1679 (mu = -0.1288) | feature_604 (mu = -0.0476)  | feature_518 (mu = 0.0751)   | feature_1209 (mu = 0.1325)  | feature_1586 (mu = -0.0741) | feature_140 (mu = -0.0666)  | feature_1034 (mu = 0.0674)  | feature_1065 (mu = -0.0603) | feature_409 (mu = -0.1428)  |
| 49    | feature_550 (mu = 0.0770)   | feature_531 (mu = -0.0595)  | feature_1885 (mu = -0.1134) | feature_1285 (mu = 0.1285)  | feature_1477 (mu = 0.0476)  | feature_656 (mu = -0.0748)  | feature_604 (mu = 0.1320)   | feature_978 (mu = -0.0737)  | feature_1842 (mu = -0.0663) | feature_1531 (mu = -0.0673) | feature_46 (mu = -0.0602)   | feature_1909 (mu = -0.1428) |
| 50    | feature_695 (mu = 0.0770)   | feature_1446 (mu = 0.0593)  | feature_856 (mu = 0.1131)   | feature_1539 (mu = -0.1280) | feature_217 (mu = 0.0473)   | feature_279 (mu = -0.0747)  | feature_1303 (mu = -0.1320) | feature_209 (mu = 0.0727)   | feature_434 (mu = 0.0662)   | feature_1465 (mu = 0.0667)  | feature_952 (mu = 0.0600)   | feature_274 (mu = -0.1420)  |
| 51    | feature_768 (mu = -0.0766)  | feature_900 (mu = -0.0588)  | feature_703 (mu = -0.1130)  | feature_40 (mu = -0.1270)   | feature_608 (mu = 0.0469)   | feature_1285 (mu = 0.0739)  | feature_1265 (mu = 0.1303)  | feature_722 (mu = 0.0723)   | feature_1613 (mu = -0.0662) | feature_659 (mu = -0.0665)  | feature_768 (mu = -0.0597)  | feature_1563 (mu = 0.1414)  |
| 52    | feature_94 (mu = 0.0759)    | feature_1006 (mu = 0.0585)  | feature_1120 (mu = 0.1126)  | feature_1926 (mu = -0.1269) | feature_1348 (mu = -0.0469) | feature_738 (mu = 0.0738)   | feature_66 (mu = 0.1299)    | feature_1398 (mu = -0.0723) | feature_1811 (mu = 0.0661)  | feature_376 (mu = -0.0664)  | feature_1603 (mu = -0.0597) | feature_1963 (mu = 0.1393)  |
| 53    | feature_723 (mu = -0.0758)  | feature_511 (mu = -0.0582)  | feature_265 (mu = 0.1122)   | feature_1278 (mu = -0.1268) | feature_550 (mu = 0.0462)   | feature_1623 (mu = 0.0738)  | feature_1314 (mu = -0.1295) | feature_684 (mu = 0.0718)   | feature_467 (mu = -0.0660)  | feature_586 (mu = -0.0659)  | feature_700 (mu = -0.0592)  | feature_191 (mu = 0.1385)   |
| 54    | feature_825 (mu = 0.0756)   | feature_1278 (mu = 0.0577)  | feature_900 (mu = -0.1122)  | feature_1081 (mu = 0.1266)  | feature_1070 (mu = -0.0454) | feature_1757 (mu = 0.0735)  | feature_1364 (mu = 0.1292)  | feature_626 (mu = 0.0717)   | feature_541 (mu = -0.0656)  | feature_1049 (mu = 0.0657)  | feature_1784 (mu = 0.0592)  | feature_1491 (mu = 0.1381)  |
| 55    | feature_331 (mu = 0.0756)   | feature_1968 (mu = -0.0576) | feature_1514 (mu = -0.1116) | feature_238 (mu = -0.1261)  | feature_531 (mu = -0.0451)  | feature_607 (mu = -0.0734)  | feature_1214 (mu = 0.1290)  | feature_67 (mu = 0.0701)    | feature_934 (mu = 0.0655)   | feature_1132 (mu = -0.0654) | feature_1290 (mu = 0.0589)  | feature_982 (mu = -0.1379)  |
| 56    | feature_1202 (mu = -0.0755) | feature_161 (mu = -0.0573)  | feature_134 (mu = 0.1110)   | feature_1736 (mu = -0.1258) | feature_1414 (mu = -0.0449) | feature_1191 (mu = -0.0734) | feature_1953 (mu = 0.1290)  | feature_404 (mu = 0.0698)   | feature_609 (mu = 0.0655)   | feature_1407 (mu = -0.0649) | feature_706 (mu = 0.0588)   | feature_1214 (mu = -0.1373) |
| 57    | feature_191 (mu = 0.0754)   | feature_502 (mu = -0.0572)  | feature_1679 (mu = -0.1109) | feature_5 (mu = -0.1243)    | feature_867 (mu = -0.0446)  | feature_497 (mu = -0.0733)  | feature_461 (mu = -0.1288)  | feature_1852 (mu = 0.0687)  | feature_1867 (mu = 0.0654)  | feature_1914 (mu = 0.0642)  | feature_713 (mu = 0.0588)   | feature_1941 (mu = 0.1371)  |
| 58    | feature_1246 (mu = 0.0753)  | feature_132 (mu = -0.0570)  | feature_1971 (mu = 0.1102)  | feature_1896 (mu = -0.1237) | feature_1162 (mu = -0.0445) | feature_266 (mu = 0.0727)   | feature_1991 (mu = 0.1284)  | feature_1281 (mu = 0.0687)  | feature_1621 (mu = 0.0652)  | feature_1539 (mu = 0.0641)  | feature_1472 (mu = 0.0586)  | feature_559 (mu = -0.1369)  |
| 59    | feature_1472 (mu = 0.0751)  | feature_1969 (mu = -0.0567) | feature_291 (mu = 0.1098)   | feature_881 (mu = 0.1236)   | feature_1037 (mu = 0.0444)  | feature_1790 (mu = 0.0727)  | feature_133 (mu = 0.1281)   | feature_831 (mu = -0.0686)  | feature_1036 (mu = -0.0649) | feature_1532 (mu = -0.0640) | feature_280 (mu = 0.0585)   | feature_834 (mu = -0.1365)  |
| 60    | feature_1788 (mu = 0.0748)  | feature_1626 (mu = -0.0566) | feature_367 (mu = -0.1085)  | feature_1458 (mu = -0.1228) | feature_695 (mu = 0.0440)   | feature_647 (mu = -0.0726)  | feature_1445 (mu = 0.1279)  | feature_945 (mu = -0.0686)  | feature_475 (mu = -0.0648)  | feature_153 (mu = -0.0638)  | feature_717 (mu = 0.0583)   | feature_1346 (mu = -0.1360) |
| 61    | feature_1613 (mu = 0.0748)  | feature_1348 (mu = -0.0561) | feature_1900 (mu = -0.1076) | feature_1194 (mu = -0.1215) | feature_553 (mu = 0.0440)   | feature_327 (mu = -0.0725)  | feature_150 (mu = -0.1279)  | feature_313 (mu = 0.0684)   | feature_865 (mu = -0.0646)  | feature_175 (mu = 0.0636)   | feature_187 (mu = -0.0581)  | feature_1874 (mu = -0.1354) |
| 62    | feature_1987 (mu = 0.0748)  | feature_957 (mu = 0.0558)   | feature_214 (mu = 0.1069)   | feature_1348 (mu = 0.1213)  | feature_201 (mu = 0.0437)   | feature_1214 (mu = -0.0724) | feature_367 (mu = -0.1277)  | feature_1284 (mu = -0.0682) | feature_1133 (mu = -0.0645) | feature_457 (mu = -0.0633)  | feature_1511 (mu = -0.0576) | feature_1001 (mu = 0.1351)  |
| 63    | feature_143 (mu = 0.0744)   | feature_388 (mu = -0.0557)  | feature_865 (mu = 0.1067)   | feature_1939 (mu = 0.1205)  | feature_1738 (mu = -0.0436) | feature_1918 (mu = 0.0724)  | feature_1053 (mu = 0.1275)  | feature_1606 (mu = -0.0682) | feature_644 (mu = 0.0644)   | feature_1758 (mu = -0.0632) | feature_493 (mu = 0.0576)   | feature_143 (mu = 0.1347)   |
| 64    | feature_282 (mu = 0.0742)   | feature_1224 (mu = 0.0555)  | feature_222 (mu = 0.1064)   | feature_1006 (mu = -0.1204) | feature_637 (mu = 0.0436)   | feature_1844 (mu = -0.0724) | feature_1715 (mu = -0.1272) | feature_57 (mu = -0.0678)   | feature_582 (mu = -0.0643)  | feature_12 (mu = -0.0631)   | feature_1552 (mu = 0.0572)  | feature_66 (mu = -0.1344)   |
| 65    | feature_556 (mu = 0.0741)   | feature_1934 (mu = 0.0553)  | feature_215 (mu = 0.1060)   | feature_440 (mu = -0.1194)  | feature_1465 (mu = 0.0435)  | feature_989 (mu = -0.0718)  | feature_1386 (mu = -0.1267) | feature_1277 (mu = -0.0675) | feature_62 (mu = 0.0642)    | feature_177 (mu = 0.0630)   | feature_1096 (mu = -0.0570) | feature_1637 (mu = 0.1343)  |
| 66    | feature_682 (mu = -0.0740)  | feature_1736 (mu = 0.0553)  | feature_1571 (mu = -0.1053) | feature_1412 (mu = 0.1190)  | feature_1779 (mu = 0.0434)  | feature_1269 (mu = 0.0718)  | feature_1358 (mu = -0.1267) | feature_133 (mu = -0.0670)  | feature_1534 (mu = -0.0641) | feature_1837 (mu = -0.0620) | feature_1194 (mu = -0.0565) | feature_723 (mu = -0.1337)  |
| 67    | feature_1945 (mu = 0.0739)  | feature_1811 (mu = -0.0551) | feature_876 (mu = -0.1051)  | feature_1316 (mu = 0.1183)  | feature_1026 (mu = -0.0434) | feature_1934 (mu = -0.0714) | feature_586 (mu = 0.1264)   | feature_890 (mu = -0.0670)  | feature_379 (mu = 0.0641)   | feature_968 (mu = 0.0620)   | feature_810 (mu = -0.0560)  | feature_391 (mu = -0.1331)  |
| 68    | feature_460 (mu = -0.0729)  | feature_1324 (mu = -0.0546) | feature_1831 (mu = 0.1050)  | feature_1519 (mu = 0.1183)  | feature_1616 (mu = -0.0434) | feature_848 (mu = -0.0710)  | feature_615 (mu = -0.1256)  | feature_270 (mu = 0.0667)   | feature_1298 (mu = 0.0640)  | feature_1788 (mu = 0.0615)  | feature_1446 (mu = -0.0560) | feature_303 (mu = -0.1330)  |
| 69    | feature_1068 (mu = 0.0727)  | feature_1813 (mu = -0.0545) | feature_1358 (mu = -0.1049) | feature_1393 (mu = 0.1176)  | feature_1788 (mu = 0.0432)  | feature_1145 (mu = -0.0704) | feature_79 (mu = 0.1249)    | feature_1429 (mu = 0.0666)  | feature_1596 (mu = 0.0640)  | feature_958 (mu = 0.0615)   | feature_867 (mu = -0.0560)  | feature_79 (mu = -0.1327)   |
| 70    | feature_863 (mu = -0.0723)  | feature_945 (mu = 0.0543)   | feature_1208 (mu = -0.1045) | feature_583 (mu = 0.1175)   | feature_96 (mu = 0.0426)    | feature_44 (mu = -0.0703)   | feature_1485 (mu = 0.1248)  | feature_1000 (mu = 0.0666)  | feature_790 (mu = 0.0639)   | feature_313 (mu = -0.0615)  | feature_1910 (mu = -0.0560) | feature_1991 (mu = -0.1323) |
| 71    | feature_1760 (mu = -0.0722) | feature_266 (mu = -0.0542)  | feature_346 (mu = -0.1041)  | feature_775 (mu = 0.1166)   | feature_1656 (mu = 0.0424)  | feature_305 (mu = -0.0702)  | feature_94 (mu = -0.1247)   | feature_793 (mu = -0.0666)  | feature_578 (mu = -0.0636)  | feature_398 (mu = -0.0614)  | feature_1539 (mu = -0.0558) | feature_691 (mu = -0.1311)  |
| 72    | feature_1017 (mu = -0.0721) | feature_568 (mu = -0.0541)  | feature_1405 (mu = -0.1038) | feature_1606 (mu = -0.1157) | feature_1472 (mu = 0.0423)  | feature_608 (mu = 0.0700)   | feature_1487 (mu = 0.1246)  | feature_1565 (mu = -0.0664) | feature_317 (mu = 0.0635)   | feature_1738 (mu = -0.0609) | feature_1240 (mu = -0.0557) | feature_738 (mu = 0.1309)   |
| 73    | feature_783 (mu = -0.0715)  | feature_1826 (mu = -0.0540) | feature_1730 (mu = -0.1032) | feature_1435 (mu = 0.1153)  | feature_1365 (mu = 0.0423)  | feature_881 (mu = 0.0699)   | feature_703 (mu = -0.1244)  | feature_1446 (mu = -0.0662) | feature_1399 (mu = -0.0635) | feature_1973 (mu = -0.0606) | feature_162 (mu = 0.0555)   | feature_1980 (mu = 0.1306)  |
| 74    | feature_1867 (mu = -0.0713) | feature_223 (mu = -0.0539)  | feature_1759 (mu = -0.1028) | feature_562 (mu = -0.1153)  | feature_1505 (mu = 0.0423)  | feature_1264 (mu = 0.0698)  | feature_1618 (mu = -0.1242) | feature_1913 (mu = 0.0662)  | feature_260 (mu = 0.0633)   | feature_781 (mu = -0.0606)  | feature_183 (mu = -0.0554)  | feature_1685 (mu = 0.1302)  |
| 75    | feature_951 (mu = 0.0712)   | feature_916 (mu = 0.0538)   | feature_315 (mu = 0.1028)   | feature_404 (mu = 0.1149)   | feature_1982 (mu = 0.0422)  | feature_589 (mu = -0.0691)  | feature_1760 (mu = 0.1239)  | feature_1316 (mu = 0.0661)  | feature_60 (mu = 0.0631)    | feature_79 (mu = -0.0605)   | feature_937 (mu = 0.0550)   | feature_1613 (mu = 0.1300)  |
| 76    | feature_304 (mu = 0.0711)   | feature_1644 (mu = 0.0537)  | feature_587 (mu = 0.1023)   | feature_858 (mu = 0.1146)   | feature_923 (mu = 0.0421)   | feature_1903 (mu = 0.0690)  | feature_943 (mu = 0.1218)   | feature_881 (mu = 0.0660)   | feature_1110 (mu = 0.0626)  | feature_483 (mu = -0.0602)  | feature_31 (mu = -0.0548)   | feature_1110 (mu = -0.1299) |
| 77    | feature_1301 (mu = 0.0711)  | feature_1129 (mu = 0.0536)  | feature_1760 (mu = 0.1022)  | feature_945 (mu = -0.1146)  | feature_1534 (mu = 0.0419)  | feature_1946 (mu = -0.0686) | feature_1571 (mu = -0.1218) | feature_1285 (mu = 0.0658)  | feature_353 (mu = 0.0623)   | feature_106 (mu = -0.0601)  | feature_812 (mu = 0.0548)   | feature_1469 (mu = -0.1297) |
| 78    | feature_1414 (mu = -0.0711) | feature_1298 (mu = -0.0536) | feature_959 (mu = -0.1018)  | feature_713 (mu = 0.1145)   | feature_1715 (mu = 0.0418)  | feature_332 (mu = -0.0685)  | feature_3 (mu = 0.1210)     | feature_119 (mu = -0.0658)  | feature_442 (mu = -0.0621)  | feature_1072 (mu = -0.0600) | feature_687 (mu = -0.0547)  | feature_460 (mu = -0.1296)  |
| 79    | feature_749 (mu = 0.0703)   | feature_1095 (mu = -0.0535) | feature_642 (mu = 0.1015)   | feature_317 (mu = 0.1144)   | feature_1742 (mu = -0.0418) | feature_621 (mu = -0.0683)  | feature_1003 (mu = 0.1207)  | feature_717 (mu = 0.0655)   | feature_1539 (mu = -0.0621) | feature_366 (mu = -0.0600)  | feature_1822 (mu = 0.0547)  | feature_94 (mu = 0.1286)    |
| 80    | feature_558 (mu = -0.0703)  | feature_342 (mu = 0.0535)   | feature_1089 (mu = -0.1015) | feature_225 (mu = -0.1143)  | feature_165 (mu = 0.0417)   | feature_972 (mu = -0.0683)  | feature_1040 (mu = -0.1202) | feature_1905 (mu = 0.0655)  | feature_534 (mu = -0.0621)  | feature_1840 (mu = 0.0599)  | feature_238 (mu = -0.0546)  | feature_1885 (mu = 0.1285)  |
| 81    | feature_1963 (mu = 0.0701)  | feature_1791 (mu = 0.0534)  | feature_1214 (mu = 0.1014)  | feature_1881 (mu = 0.1133)  | feature_912 (mu = -0.0416)  | feature_1565 (mu = -0.0678) | feature_893 (mu = 0.1197)   | feature_1412 (mu = 0.0651)  | feature_1403 (mu = -0.0617) | feature_697 (mu = -0.0599)  | feature_1564 (mu = 0.0544)  | feature_292 (mu = -0.1283)  |
| 82    | feature_652 (mu = 0.0700)   | feature_1281 (mu = -0.0532) | feature_673 (mu = -0.1013)  | feature_269 (mu = -0.1129)  | feature_1518 (mu = -0.0416) | feature_1059 (mu = -0.0677) | feature_1885 (mu = -0.1193) | feature_952 (mu = 0.0649)   | feature_1711 (mu = 0.0615)  | feature_1813 (mu = -0.0598) | feature_796 (mu = -0.0544)  | feature_1577 (mu = 0.1283)  |
| 83    | feature_1991 (mu = -0.0698) | feature_980 (mu = -0.0530)  | feature_748 (mu = -0.1012)  | feature_803 (mu = 0.1125)   | feature_1202 (mu = -0.0411) | feature_536 (mu = -0.0674)  | feature_315 (mu = 0.1191)   | feature_621 (mu = -0.0646)  | feature_729 (mu = -0.0614)  | feature_1477 (mu = 0.0594)  | feature_177 (mu = -0.0543)  | feature_1691 (mu = 0.1279)  |
| 84    | feature_604 (mu = -0.0697)  | feature_949 (mu = -0.0528)  | feature_923 (mu = -0.1007)  | feature_1059 (mu = -0.1124) | feature_691 (mu = -0.0411)  | feature_1141 (mu = 0.0674)  | feature_1461 (mu = 0.1185)  | feature_1422 (mu = -0.0641) | feature_962 (mu = -0.0613)  | feature_1767 (mu = -0.0593) | feature_1579 (mu = 0.0541)  | feature_372 (mu = -0.1278)  |
| 85    | feature_692 (mu = 0.0696)   | feature_369 (mu = -0.0528)  | feature_1621 (mu = 0.1004)  | feature_1407 (mu = 0.1120)  | feature_791 (mu = -0.0410)  | feature_84 (mu = -0.0674)   | feature_395 (mu = -0.1184)  | feature_774 (mu = -0.0639)  | feature_254 (mu = -0.0611)  | feature_1209 (mu = -0.0593) | feature_209 (mu = 0.0540)   | feature_764 (mu = -0.1275)  |
| 86    | feature_140 (mu = 0.0694)   | feature_907 (mu = 0.0526)   | feature_1588 (mu = 0.1000)  | feature_1826 (mu = 0.1117)  | feature_108 (mu = 0.0410)   | feature_936 (mu = 0.0673)   | feature_1511 (mu = -0.1181) | feature_680 (mu = 0.0638)   | feature_453 (mu = 0.0608)   | feature_1446 (mu = 0.0592)  | feature_1611 (mu = -0.0539) | feature_1167 (mu = -0.1271) |
| 87    | feature_267 (mu = -0.0692)  | feature_1236 (mu = 0.0526)  | feature_69 (mu = 0.0997)    | feature_1277 (mu = -0.1116) | feature_180 (mu = -0.0409)  | feature_640 (mu = 0.0672)   | feature_515 (mu = 0.1180)   | feature_775 (mu = 0.0635)   | feature_657 (mu = -0.0608)  | feature_1942 (mu = 0.0589)  | feature_1364 (mu = 0.0534)  | feature_491 (mu = -0.1270)  |
| 88    | feature_730 (mu = -0.0692)  | feature_1125 (mu = 0.0525)  | feature_258 (mu = -0.0995)  | feature_17 (mu = 0.1112)    | feature_269 (mu = -0.0408)  | feature_1962 (mu = 0.0672)  | feature_787 (mu = -0.1180)  | feature_1990 (mu = 0.0634)  | feature_672 (mu = -0.0604)  | feature_325 (mu = 0.0587)   | feature_1297 (mu = 0.0532)  | feature_127 (mu = 0.1263)   |
| 89    | feature_736 (mu = 0.0692)   | feature_532 (mu = 0.0522)   | feature_697 (mu = 0.0993)   | feature_270 (mu = 0.1109)   | feature_1129 (mu = 0.0408)  | feature_1659 (mu = -0.0672) | feature_1039 (mu = 0.1179)  | feature_256 (mu = 0.0634)   | feature_1216 (mu = 0.0604)  | feature_261 (mu = -0.0583)  | feature_62 (mu = 0.0531)    | feature_948 (mu = 0.1255)   |
| 90    | feature_357 (mu = 0.0688)   | feature_1451 (mu = 0.0517)  | feature_1209 (mu = 0.0988)  | feature_144 (mu = 0.1103)   | feature_40 (mu = 0.0407)    | feature_831 (mu = -0.0671)  | feature_1972 (mu = -0.1177) | feature_298 (mu = 0.0631)   | feature_1451 (mu = 0.0603)  | feature_1826 (mu = -0.0582) | feature_1007 (mu = -0.0530) | feature_802 (mu = -0.1238)  |
| 91    | feature_475 (mu = 0.0686)   | feature_8 (mu = -0.0516)    | feature_1376 (mu = 0.0987)  | feature_910 (mu = -0.1103)  | feature_16 (mu = -0.0405)   | feature_440 (mu = -0.0671)  | feature_1830 (mu = -0.1176) | feature_751 (mu = -0.0631)  | feature_135 (mu = -0.0598)  | feature_338 (mu = -0.0582)  | feature_905 (mu = -0.0528)  | feature_637 (mu = 0.1238)   |
| 92    | feature_1709 (mu = -0.0684) | feature_1277 (mu = 0.0515)  | feature_483 (mu = 0.0987)   | feature_1451 (mu = -0.1102) | feature_39 (mu = -0.0404)   | feature_198 (mu = 0.0669)   | feature_1736 (mu = 0.1173)  | feature_688 (mu = 0.0631)   | feature_808 (mu = 0.0595)   | feature_1117 (mu = -0.0581) | feature_1777 (mu = -0.0527) | feature_304 (mu = 0.1231)   |
| 93    | feature_1794 (mu = 0.0682)  | feature_676 (mu = 0.0515)   | feature_1039 (mu = 0.0986)  | feature_1132 (mu = 0.1095)  | feature_422 (mu = -0.0403)  | feature_1728 (mu = -0.0668) | feature_1650 (mu = -0.1172) | feature_1393 (mu = 0.0630)  | feature_1264 (mu = 0.0594)  | feature_1017 (mu = -0.0578) | feature_1212 (mu = 0.0527)  | feature_260 (mu = -0.1229)  |
| 94    | feature_1214 (mu = -0.0680) | feature_1914 (mu = 0.0514)  | feature_1822 (mu = 0.0982)  | feature_1415 (mu = -0.1094) | feature_1875 (mu = -0.0400) | feature_701 (mu = -0.0667)  | feature_41 (mu = 0.1172)    | feature_1057 (mu = -0.0626) | feature_1790 (mu = 0.0593)  | feature_1935 (mu = 0.0571)  | feature_680 (mu = 0.0527)   | feature_1057 (mu = -0.1224) |
| 95    | feature_1087 (mu = 0.0676)  | feature_621 (mu = 0.0512)   | feature_1691 (mu = -0.0979) | feature_276 (mu = -0.1092)  | feature_361 (mu = 0.0399)   | feature_409 (mu = -0.0665)  | feature_1621 (mu = 0.1171)  | feature_248 (mu = -0.0625)  | feature_518 (mu = 0.0592)   | feature_346 (mu = 0.0570)   | feature_946 (mu = -0.0525)  | feature_692 (mu = 0.1224)   |
| 96    | feature_1020 (mu = -0.0675) | None                        | feature_1617 (mu = 0.0977)  | feature_1908 (mu = -0.1090) | feature_1590 (mu = 0.0399)  | feature_98 (mu = 0.0665)    | feature_1017 (mu = 0.1171)  | feature_1735 (mu = 0.0623)  | feature_1373 (mu = 0.0591)  | feature_883 (mu = -0.0569)  | feature_1755 (mu = 0.0524)  | feature_1135 (mu = -0.1223) |
| 97    | feature_108 (mu = 0.0675)   | None                        | feature_1463 (mu = -0.0969) | feature_1974 (mu = -0.1082) | None                        | feature_583 (mu = 0.0664)   | feature_1714 (mu = 0.1171)  | feature_1789 (mu = 0.0621)  | feature_1056 (mu = -0.0591) | feature_876 (mu = 0.0567)   | feature_1213 (mu = -0.0523) | feature_256 (mu = 0.1221)   |
| 98    | feature_1461 (mu = -0.0672) | None                        | feature_1746 (mu = 0.0968)  | feature_1398 (mu = -0.1081) | None                        | feature_880 (mu = 0.0662)   | feature_1767 (mu = 0.1171)  | feature_700 (mu = -0.0620)  | feature_1592 (mu = 0.0590)  | feature_176 (mu = -0.0565)  | feature_1346 (mu = -0.0522) | feature_298 (mu = 0.1219)   |
| 99    | feature_1056 (mu = 0.0671)  | None                        | feature_454 (mu = -0.0968)  | feature_495 (mu = -0.1080)  | None                        | feature_962 (mu = -0.0658)  | feature_695 (mu = -0.1168)  | feature_848 (mu = -0.0618)  | feature_1 (mu = 0.0590)     | feature_1473 (mu = 0.0564)  | feature_1059 (mu = -0.0519) | feature_1463 (mu = 0.1211)  |
| 100   | feature_823 (mu = 0.0670)   | None                        | feature_52 (mu = -0.0964)   | feature_722 (mu = 0.1078)   | None                        | feature_69 (mu = -0.0658)   | feature_265 (mu = 0.1165)   | feature_213 (mu = 0.0617)   | feature_1452 (mu = 0.0586)  | feature_1458 (mu = 0.0563)  | feature_714 (mu = -0.0517)  | feature_615 (mu = 0.1210)   |
| 101   | feature_1993 (mu = -0.0670) | None                        | feature_311 (mu = 0.0964)   | feature_1070 (mu = 0.1077)  | None                        | feature_377 (mu = -0.0658)  | feature_460 (mu = 0.1165)   | feature_1679 (mu = -0.0616) | None                        | feature_87 (mu = 0.0563)    | feature_272 (mu = -0.0516)  | feature_740 (mu = 0.1208)   |
| 102   | feature_1586 (mu = -0.0666) | None                        | feature_1577 (mu = -0.0962) | feature_1603 (mu = -0.1077) | None                        | feature_1407 (mu = 0.0657)  | feature_642 (mu = 0.1162)   | feature_791 (mu = -0.0616)  | None                        | feature_772 (mu = 0.0560)   | feature_1600 (mu = 0.0516)  | feature_606 (mu = 0.1206)   |
| 103   | feature_1637 (mu = 0.0666)  | None                        | feature_79 (mu = 0.0959)    | feature_266 (mu = 0.1075)   | None                        | feature_1856 (mu = -0.0656) | feature_1463 (mu = -0.1160) | feature_1525 (mu = -0.0615) | None                        | feature_627 (mu = -0.0560)  | feature_751 (mu = -0.0510)  | feature_523 (mu = 0.1206)   |
| 104   | feature_409 (mu = -0.0664)  | None                        | feature_1485 (mu = 0.0957)  | feature_1165 (mu = -0.1074) | None                        | feature_584 (mu = 0.0655)   | feature_1742 (mu = 0.1158)  | feature_1278 (mu = -0.0615) | None                        | feature_7 (mu = 0.0560)     | feature_194 (mu = -0.0508)  | feature_1534 (mu = 0.1205)  |
| 105   | feature_1233 (mu = 0.0663)  | None                        | feature_599 (mu = -0.0956)  | feature_1317 (mu = 0.1069)  | None                        | feature_1500 (mu = 0.0654)  | feature_1577 (mu = -0.1158) | feature_1881 (mu = 0.0614)  | None                        | feature_250 (mu = -0.0558)  | feature_1810 (mu = 0.0508)  | feature_1339 (mu = -0.1204) |
| 106   | feature_1568 (mu = 0.0661)  | None                        | feature_395 (mu = -0.0955)  | feature_1284 (mu = -0.1062) | None                        | feature_1608 (mu = 0.0651)  | feature_345 (mu = 0.1155)   | feature_518 (mu = 0.0614)   | None                        | feature_856 (mu = -0.0555)  | feature_1942 (mu = -0.0503) | feature_785 (mu = 0.1203)   |
| 107   | feature_1290 (mu = 0.0661)  | None                        | feature_250 (mu = 0.0949)   | feature_669 (mu = -0.1060)  | None                        | feature_1124 (mu = 0.0650)  | feature_534 (mu = -0.1155)  | feature_269 (mu = -0.0613)  | None                        | feature_505 (mu = -0.0554)  | feature_43 (mu = 0.0502)    | feature_1865 (mu = -0.1201) |
| 108   | feature_332 (mu = -0.0660)  | None                        | feature_521 (mu = 0.0947)   | feature_1525 (mu = -0.1056) | None                        | feature_55 (mu = 0.0649)    | feature_242 (mu = 0.1154)   | feature_1451 (mu = -0.0612) | None                        | feature_1045 (mu = -0.0553) | feature_1020 (mu = -0.0501) | feature_43 (mu = 0.1196)    |
| 109   | feature_523 (mu = 0.0659)   | None                        | feature_293 (mu = 0.0946)   | feature_373 (mu = -0.1055)  | None                        | feature_317 (mu = 0.0649)   | feature_958 (mu = -0.1151)  | feature_1587 (mu = -0.0612) | None                        | feature_1748 (mu = -0.0550) | feature_1587 (mu = -0.0498) | feature_1202 (mu = -0.1189) |
| 110   | feature_43 (mu = 0.0658)    | None                        | feature_325 (mu = -0.0940)  | feature_305 (mu = -0.1054)  | None                        | feature_890 (mu = -0.0645)  | feature_106 (mu = 0.1149)   | feature_108 (mu = 0.0611)   | None                        | feature_499 (mu = -0.0549)  | feature_1401 (mu = -0.0496) | feature_556 (mu = 0.1187)   |
| 111   | feature_1057 (mu = -0.0657) | None                        | feature_1453 (mu = 0.0939)  | feature_1392 (mu = -0.1053) | None                        | feature_840 (mu = 0.0644)   | feature_325 (mu = -0.1143)  | feature_48 (mu = -0.0611)   | None                        | feature_550 (mu = 0.0549)   | feature_123 (mu = 0.0496)   | feature_1748 (mu = 0.1187)  |
| 112   | feature_545 (mu = 0.0657)   | None                        | feature_1923 (mu = 0.0937)  | feature_429 (mu = -0.1053)  | None                        | feature_133 (mu = -0.0643)  | feature_587 (mu = 0.1142)   | feature_183 (mu = -0.0604)  | None                        | feature_916 (mu = 0.0544)   | feature_1141 (mu = 0.0495)  | feature_493 (mu = 0.1185)   |
| 113   | feature_1065 (mu = -0.0654) | None                        | feature_1659 (mu = 0.0937)  | feature_99 (mu = 0.1052)    | None                        | feature_1392 (mu = -0.0641) | feature_897 (mu = -0.1142)  | feature_601 (mu = -0.0603)  | None                        | feature_521 (mu = -0.0542)  | feature_1764 (mu = -0.0495) | feature_1002 (mu = 0.1179)  |
| 114   | feature_1346 (mu = -0.0653) | None                        | feature_651 (mu = -0.0936)  | feature_1031 (mu = 0.1050)  | None                        | feature_579 (mu = -0.0640)  | feature_1242 (mu = -0.1141) | feature_1564 (mu = 0.0603)  | None                        | None                        | feature_143 (mu = 0.0495)   | feature_825 (mu = 0.1178)   |
| 115   | feature_1748 (mu = 0.0653)  | None                        | feature_460 (mu = 0.0933)   | feature_1583 (mu = 0.1049)  | None                        | feature_99 (mu = 0.0639)    | feature_312 (mu = 0.1141)   | feature_311 (mu = 0.0603)   | None                        | None                        | feature_288 (mu = -0.0494)  | feature_820 (mu = -0.1178)  |
| 116   | feature_606 (mu = 0.0652)   | None                        | feature_1650 (mu = -0.0933) | feature_709 (mu = -0.1049)  | None                        | feature_1033 (mu = 0.0638)  | feature_1666 (mu = -0.1140) | feature_62 (mu = 0.0602)    | None                        | None                        | feature_325 (mu = -0.0493)  | feature_1151 (mu = 0.1174)  |
| 117   | feature_1874 (mu = -0.0649) | None                        | feature_305 (mu = 0.0932)   | feature_106 (mu = 0.1049)   | None                        | feature_238 (mu = -0.0632)  | feature_1899 (mu = -0.1138) | feature_1317 (mu = 0.0600)  | None                        | None                        | None                        | feature_200 (mu = -0.1169)  |
| 118   | feature_834 (mu = -0.0649)  | None                        | feature_1563 (mu = -0.0931) | feature_1607 (mu = -0.1044) | None                        | feature_562 (mu = -0.0632)  | feature_1188 (mu = -0.1137) | feature_1029 (mu = 0.0598)  | None                        | None                        | None                        | feature_642 (mu = -0.1166)  |
| 119   | feature_1941 (mu = 0.0647)  | None                        | feature_707 (mu = -0.0930)  | feature_502 (mu = 0.1041)   | None                        | feature_286 (mu = 0.0631)   | feature_1594 (mu = -0.1135) | feature_1434 (mu = -0.0598) | None                        | None                        | None                        | feature_730 (mu = -0.1164)  |
| 120   | feature_537 (mu = -0.0644)  | None                        | feature_754 (mu = -0.0930)  | feature_701 (mu = -0.1041)  | None                        | feature_669 (mu = -0.0631)  | feature_583 (mu = 0.1134)   | feature_692 (mu = 0.0598)   | None                        | None                        | None                        | feature_398 (mu = -0.1160)  |
| 121   | feature_1910 (mu = -0.0641) | None                        | feature_1364 (mu = 0.0928)  | feature_1065 (mu = -0.1039) | None                        | feature_520 (mu = 0.0628)   | feature_346 (mu = -0.1123)  | feature_904 (mu = 0.0596)   | None                        | None                        | None                        | feature_425 (mu = -0.1156)  |
| 122   | feature_1715 (mu = 0.0639)  | None                        | feature_328 (mu = 0.0926)   | feature_1715 (mu = -0.1038) | None                        | feature_711 (mu = 0.0627)   | feature_1676 (mu = -0.1120) | feature_1314 (mu = -0.0596) | None                        | None                        | None                        | feature_1370 (mu = 0.1156)  |
| 123   | feature_1151 (mu = 0.0637)  | None                        | feature_114 (mu = 0.0925)   | feature_884 (mu = 0.1032)   | None                        | feature_1952 (mu = -0.0627) | feature_257 (mu = 0.1119)   | feature_1784 (mu = 0.0594)  | None                        | None                        | None                        | feature_129 (mu = 0.1151)   |
| 124   | feature_1288 (mu = -0.0636) | None                        | feature_1363 (mu = -0.0920) | feature_181 (mu = 0.1027)   | None                        | feature_865 (mu = -0.0625)  | feature_1730 (mu = -0.1119) | feature_561 (mu = -0.0594)  | None                        | None                        | None                        | feature_1986 (mu = 0.1150)  |
| 125   | feature_1355 (mu = -0.0636) | None                        | feature_335 (mu = -0.0919)  | feature_1364 (mu = 0.1025)  | None                        | feature_77 (mu = -0.0623)   | feature_1315 (mu = 0.1115)  | feature_761 (mu = 0.0592)   | None                        | None                        | None                        | feature_238 (mu = -0.1149)  |
| 126   | feature_957 (mu = 0.0631)   | None                        | feature_1375 (mu = -0.0918) | feature_216 (mu = 0.1024)   | None                        | feature_1006 (mu = -0.0622) | feature_258 (mu = -0.1111)  | feature_457 (mu = 0.0591)   | None                        | None                        | None                        | feature_15 (mu = -0.1148)   |
| 127   | feature_752 (mu = -0.0629)  | None                        | feature_803 (mu = -0.0911)  | feature_700 (mu = -0.1022)  | None                        | feature_373 (mu = -0.0619)  | feature_707 (mu = -0.1109)  | feature_1607 (mu = -0.0589) | None                        | None                        | None                        | feature_1313 (mu = 0.1147)  |
| 128   | feature_392 (mu = 0.0627)   | None                        | feature_1124 (mu = -0.0911) | feature_626 (mu = 0.1021)   | None                        | feature_1412 (mu = 0.0618)  | feature_1811 (mu = -0.1107) | feature_687 (mu = -0.0588)  | None                        | None                        | None                        | feature_823 (mu = 0.1146)   |
| 129   | feature_1784 (mu = 0.0625)  | None                        | feature_1972 (mu = -0.0911) | feature_332 (mu = -0.1020)  | None                        | feature_1237 (mu = -0.0617) | feature_250 (mu = 0.1106)   | feature_769 (mu = -0.0587)  | None                        | None                        | None                        | feature_651 (mu = 0.1143)   |
| 130   | feature_1192 (mu = 0.0624)  | None                        | feature_1150 (mu = -0.0911) | feature_150 (mu = -0.1015)  | None                        | feature_119 (mu = -0.0617)  | feature_1150 (mu = -0.1104) | feature_1435 (mu = 0.0587)  | None                        | None                        | None                        | feature_259 (mu = -0.1140)  |
| 131   | feature_687 (mu = -0.0623)  | None                        | feature_1611 (mu = -0.0909) | feature_1131 (mu = -0.1014) | None                        | feature_636 (mu = 0.0616)   | feature_1535 (mu = -0.1102) | feature_808 (mu = 0.0586)   | None                        | None                        | None                        | feature_537 (mu = -0.1137)  |
| 132   | feature_1646 (mu = 0.0622)  | None                        | None                        | feature_318 (mu = -0.1013)  | None                        | feature_120 (mu = -0.0616)  | feature_1293 (mu = -0.1101) | feature_121 (mu = -0.0585)  | None                        | None                        | None                        | feature_1736 (mu = -0.1132) |
| 133   | feature_1980 (mu = 0.0622)  | None                        | None                        | feature_1240 (mu = -0.1011) | None                        | feature_1179 (mu = -0.0615) | feature_654 (mu = -0.1095)  | feature_440 (mu = -0.0583)  | None                        | None                        | None                        | feature_856 (mu = -0.1131)  |
| 134   | feature_1553 (mu = 0.0621)  | None                        | None                        | feature_1434 (mu = -0.1008) | None                        | feature_1249 (mu = 0.0611)  | feature_736 (mu = -0.1093)  | feature_1482 (mu = 0.0583)  | None                        | None                        | None                        | feature_1199 (mu = 0.1129)  |
| 135   | feature_1327 (mu = 0.0620)  | None                        | None                        | feature_848 (mu = -0.1008)  | None                        | feature_17 (mu = 0.0610)    | feature_1300 (mu = 0.1090)  | feature_843 (mu = 0.0582)   | None                        | None                        | None                        | feature_1292 (mu = -0.1127) |
| 136   | feature_249 (mu = -0.0619)  | None                        | None                        | feature_852 (mu = 0.1004)   | None                        | feature_1525 (mu = -0.0610) | feature_1849 (mu = -0.1090) | feature_144 (mu = 0.0581)   | None                        | None                        | None                        | feature_587 (mu = -0.1126)  |
| 137   | feature_1106 (mu = 0.0616)  | None                        | None                        | feature_177 (mu = -0.1003)  | None                        | feature_968 (mu = 0.0608)   | None                        | feature_1065 (mu = -0.0579) | None                        | None                        | None                        | feature_1856 (mu = -0.1125) |
| 138   | None                        | None                        | None                        | feature_1650 (mu = -0.1001) | None                        | feature_775 (mu = 0.0608)   | None                        | feature_583 (mu = 0.0578)   | None                        | None                        | None                        | feature_1855 (mu = 0.1125)  |
| 139   | None                        | None                        | None                        | feature_279 (mu = -0.0997)  | None                        | feature_1891 (mu = 0.0607)  | None                        | feature_445 (mu = -0.0577)  | None                        | None                        | None                        | feature_1987 (mu = 0.1120)  |
| 140   | None                        | None                        | None                        | feature_692 (mu = 0.0997)   | None                        | feature_261 (mu = 0.0604)   | None                        | feature_556 (mu = 0.0575)   | None                        | None                        | None                        | feature_3 (mu = -0.1120)    |
| 141   | None                        | None                        | None                        | feature_62 (mu = 0.0997)    | None                        | feature_1982 (mu = 0.0602)  | None                        | None                        | None                        | None                        | None                        | feature_1920 (mu = -0.1119) |
| 142   | None                        | None                        | None                        | feature_949 (mu = 0.0995)   | None                        | feature_139 (mu = -0.0601)  | None                        | None                        | None                        | None                        | None                        | feature_1501 (mu = 0.1118)  |
| 143   | None                        | None                        | None                        | feature_1507 (mu = -0.0991) | None                        | feature_1730 (mu = 0.0600)  | None                        | None                        | None                        | None                        | None                        | feature_440 (mu = -0.1117)  |
| 144   | None                        | None                        | None                        | feature_1504 (mu = -0.0991) | None                        | feature_1530 (mu = 0.0600)  | None                        | None                        | None                        | None                        | None                        | feature_1564 (mu = 0.1117)  |
| 145   | None                        | None                        | None                        | None                        | None                        | feature_1836 (mu = -0.0600) | None                        | None                        | None                        | None                        | None                        | None                        |
| 146   | None                        | None                        | None                        | None                        | None                        | feature_1588 (mu = -0.0600) | None                        | None                        | None                        | None                        | None                        | None                        |
| 147   | None                        | None                        | None                        | None                        | None                        | feature_258 (mu = 0.0600)   | None                        | None                        | None                        | None                        | None                        | None                        |
| 148   | None                        | None                        | None                        | None                        | None                        | feature_1953 (mu = -0.0599) | None                        | None                        | None                        | None                        | None                        | None                        |
| 149   | None                        | None                        | None                        | None                        | None                        | feature_1761 (mu = -0.0598) | None                        | None                        | None                        | None                        | None                        | None                        |
| 150   | None                        | None                        | None                        | None                        | None                        | feature_665 (mu = 0.0598)   | None                        | None                        | None                        | None                        | None                        | None                        |
| 151   | None                        | None                        | None                        | None                        | None                        | feature_1617 (mu = -0.0597) | None                        | None                        | None                        | None                        | None                        | None                        |


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

No data to display.

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

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

## OUTLIER (STD_2.5) Solutions

Features identified as outliers based on standard deviation.

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

| Index                  | Value   |
| ______________________ | _______ |
| n_features_found       | 266.000 |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 251.000 |
| Recall                 | 1.000   |
| Precision              | 0.056   |
| F1_Score               | 0.107   |
| Jaccard                | 0.056   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.944   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.126   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 7.519   |

## 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']


 - 266 discovered features:
   ['feature_1000', 'feature_1003', 'feature_1008', 'feature_1034', 'feature_1036', 'feature_105', 'feature_1051', 'feature_1059', 'feature_1060', 'feature_1070', 'feature_1081', 'feature_109', 'feature_1095', 'feature_1120', 'feature_1129', 'feature_1133', 'feature_1135', 'feature_1138', 'feature_1147', 'feature_1159', 'feature_1162', 'feature_1167', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1192', 'feature_12', 'feature_1216', 'feature_1246', 'feature_1250', 'feature_1265', 'feature_1278', 'feature_1281', 'feature_1285', 'feature_1288', 'feature_1298', 'feature_1307', 'feature_1314', 'feature_133', 'feature_134', 'feature_1348', 'feature_1358', 'feature_1370', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_1405', 'feature_1411', 'feature_1414', 'feature_1429', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_1445', 'feature_1446', 'feature_1458', 'feature_1461', 'feature_1464', 'feature_1470', 'feature_1482', 'feature_1487', 'feature_1496', 'feature_1501', 'feature_1505', 'feature_1506', 'feature_1514', 'feature_1519', 'feature_1522', 'feature_153', 'feature_1530', 'feature_1534', 'feature_1539', 'feature_1542', 'feature_1545', 'feature_1556', 'feature_1563', 'feature_1564', 'feature_1571', 'feature_1586', 'feature_16', 'feature_1602', 'feature_1606', 'feature_1607', 'feature_1618', 'feature_1621', 'feature_1637', 'feature_165', 'feature_1676', 'feature_1679', 'feature_1690', 'feature_1691', 'feature_170', 'feature_1715', 'feature_1731', 'feature_1736', 'feature_1748', 'feature_1760', 'feature_178', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1788', 'feature_180', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_1826', 'feature_1837', 'feature_1839', 'feature_1852', 'feature_1855', 'feature_1867', 'feature_1868', 'feature_187', 'feature_1874', 'feature_1881', 'feature_1885', 'feature_1896', 'feature_1899', 'feature_1909', 'feature_1910', 'feature_1911', 'feature_1914', 'feature_1921', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1939', 'feature_1942', 'feature_1949', 'feature_1953', 'feature_1955', 'feature_1963', 'feature_1969', 'feature_1993', 'feature_209', 'feature_214', 'feature_217', 'feature_218', 'feature_220', 'feature_225', 'feature_238', 'feature_266', 'feature_270', 'feature_274', 'feature_276', 'feature_279', 'feature_282', 'feature_290', 'feature_291', 'feature_299', 'feature_303', 'feature_311', 'feature_313', 'feature_317', 'feature_320', 'feature_324', 'feature_331', 'feature_335', 'feature_338', 'feature_351', 'feature_357', 'feature_365', 'feature_367', 'feature_368', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_391', 'feature_395', 'feature_398', 'feature_40', 'feature_404', 'feature_407', 'feature_409', 'feature_417', 'feature_425', 'feature_432', 'feature_440', 'feature_442', 'feature_465', 'feature_48', 'feature_483', 'feature_491', 'feature_493', 'feature_5', 'feature_50', 'feature_502', 'feature_511', 'feature_515', 'feature_518', 'feature_521', 'feature_522', 'feature_528', 'feature_531', 'feature_532', 'feature_534', 'feature_535', 'feature_537', 'feature_550', 'feature_568', 'feature_570', 'feature_579', 'feature_583', 'feature_604', 'feature_615', 'feature_626', 'feature_63', 'feature_656', 'feature_669', 'feature_678', 'feature_68', 'feature_682', 'feature_684', 'feature_690', 'feature_691', 'feature_692', 'feature_695', 'feature_7', 'feature_709', 'feature_711', 'feature_713', 'feature_722', 'feature_730', 'feature_736', 'feature_738', 'feature_741', 'feature_747', 'feature_751', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_802', 'feature_803', 'feature_809', 'feature_825', 'feature_831', 'feature_834', 'feature_84', 'feature_840', 'feature_852', 'feature_858', 'feature_860', 'feature_863', 'feature_866', 'feature_872', 'feature_877', 'feature_881', 'feature_899', 'feature_900', 'feature_921', 'feature_923', 'feature_942', 'feature_943', 'feature_951', 'feature_952', 'feature_957', 'feature_959', 'feature_962', 'feature_968', 'feature_978', 'feature_982', 'feature_999']

 - 0 missed true support features:
   []

 - 251 extra features found (not in true support):
   ['feature_1000', 'feature_1003', 'feature_1008', 'feature_1034', 'feature_1036', 'feature_105', 'feature_1059', 'feature_1060', 'feature_1070', 'feature_1081', 'feature_109', 'feature_1095', 'feature_1120', 'feature_1129', 'feature_1133', 'feature_1135', 'feature_1138', 'feature_1147', 'feature_1159', 'feature_1162', 'feature_1167', 'feature_1179', 'feature_1188', 'feature_119', 'feature_1191', 'feature_1192', 'feature_12', 'feature_1216', 'feature_1246', 'feature_1250', 'feature_1265', 'feature_1278', 'feature_1281', 'feature_1285', 'feature_1288', 'feature_1298', 'feature_1314', 'feature_133', 'feature_134', 'feature_1348', 'feature_1358', 'feature_1370', 'feature_1392', 'feature_1393', 'feature_1398', 'feature_1405', 'feature_1411', 'feature_1414', 'feature_1429', 'feature_1434', 'feature_1435', 'feature_1439', 'feature_1445', 'feature_1446', 'feature_1458', 'feature_1461', 'feature_1464', 'feature_1482', 'feature_1487', 'feature_1496', 'feature_1501', 'feature_1505', 'feature_1506', 'feature_1514', 'feature_1519', 'feature_153', 'feature_1530', 'feature_1534', 'feature_1539', 'feature_1542', 'feature_1556', 'feature_1563', 'feature_1564', 'feature_1571', 'feature_1586', 'feature_16', 'feature_1602', 'feature_1606', 'feature_1607', 'feature_1618', 'feature_1621', 'feature_1637', 'feature_165', 'feature_1679', 'feature_1690', 'feature_1691', 'feature_170', 'feature_1715', 'feature_1731', 'feature_1736', 'feature_1748', 'feature_1760', 'feature_1780', 'feature_1781', 'feature_1784', 'feature_1788', 'feature_180', 'feature_1811', 'feature_1813', 'feature_1817', 'feature_1826', 'feature_1837', 'feature_1839', 'feature_1852', 'feature_1855', 'feature_1867', 'feature_1868', 'feature_1874', 'feature_1881', 'feature_1885', 'feature_1896', 'feature_1899', 'feature_1909', 'feature_1910', 'feature_1911', 'feature_1914', 'feature_1921', 'feature_1926', 'feature_1928', 'feature_1930', 'feature_1939', 'feature_1942', 'feature_1953', 'feature_1955', 'feature_1963', 'feature_1969', 'feature_1993', 'feature_209', 'feature_214', 'feature_217', 'feature_218', 'feature_220', 'feature_225', 'feature_238', 'feature_266', 'feature_270', 'feature_274', 'feature_276', 'feature_279', 'feature_282', 'feature_290', 'feature_291', 'feature_299', 'feature_303', 'feature_311', 'feature_313', 'feature_317', 'feature_320', 'feature_324', 'feature_331', 'feature_335', 'feature_338', 'feature_351', 'feature_357', 'feature_367', 'feature_368', 'feature_372', 'feature_373', 'feature_376', 'feature_378', 'feature_391', 'feature_395', 'feature_398', 'feature_40', 'feature_404', 'feature_407', 'feature_409', 'feature_417', 'feature_425', 'feature_432', 'feature_440', 'feature_442', 'feature_465', 'feature_48', 'feature_483', 'feature_491', 'feature_493', 'feature_5', 'feature_50', 'feature_502', 'feature_511', 'feature_515', 'feature_518', 'feature_521', 'feature_522', 'feature_528', 'feature_531', 'feature_532', 'feature_534', 'feature_535', 'feature_537', 'feature_550', 'feature_568', 'feature_570', 'feature_579', 'feature_583', 'feature_604', 'feature_615', 'feature_626', 'feature_63', 'feature_656', 'feature_669', 'feature_678', 'feature_68', 'feature_682', 'feature_684', 'feature_690', 'feature_691', 'feature_692', 'feature_695', 'feature_7', 'feature_709', 'feature_711', 'feature_713', 'feature_722', 'feature_730', 'feature_736', 'feature_738', 'feature_747', 'feature_751', 'feature_791', 'feature_793', 'feature_796', 'feature_798', 'feature_802', 'feature_803', 'feature_809', 'feature_825', 'feature_831', 'feature_834', 'feature_84', 'feature_840', 'feature_852', 'feature_858', 'feature_860', 'feature_863', 'feature_872', 'feature_881', 'feature_900', 'feature_921', 'feature_923', 'feature_942', 'feature_943', 'feature_951', 'feature_952', 'feature_957', 'feature_959', 'feature_962', 'feature_968', 'feature_978', 'feature_982']


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_178 (mu = -1.3062)  | feature_999 (mu = -1.4477)  | feature_877 (mu = -1.9216)  | feature_178 (mu = -2.3235)  | feature_1676 (mu = -1.0639) | feature_1307 (mu = 1.7099)  | feature_1545 (mu = 2.7056)  | feature_178 (mu = -1.8687)  | feature_178 (mu = 2.0215)   | feature_1949 (mu = 1.5379)  | feature_866 (mu = 2.4595)   | feature_741 (mu = 2.7264)   |
| 1     | feature_866 (mu = 1.0309)   | feature_1307 (mu = -1.4108) | feature_1545 (mu = 1.3970)  | feature_877 (mu = -2.1655)  | feature_866 (mu = 1.0613)   | feature_1051 (mu = 1.3472)  | feature_1949 (mu = -1.9472) | feature_1522 (mu = 1.2114)  | feature_1307 (mu = 1.9271)  | feature_877 (mu = -1.4742)  | feature_999 (mu = -1.1284)  | feature_1949 (mu = 2.6454)  |
| 2     | feature_1676 (mu = -0.9701) | feature_1470 (mu = -1.3156) | feature_1676 (mu = -1.2874) | feature_1470 (mu = 1.8978)  | feature_187 (mu = 0.9120)   | feature_178 (mu = -1.0806)  | feature_187 (mu = 1.7902)   | feature_187 (mu = -0.9574)  | feature_1545 (mu = -1.4451) | feature_187 (mu = 1.3013)   | feature_1545 (mu = 0.7818)  | feature_365 (mu = -1.9362)  |
| 3     | feature_1522 (mu = 0.9416)  | feature_866 (mu = -1.1249)  | feature_1307 (mu = -1.2493) | feature_1307 (mu = 1.7515)  | feature_1051 (mu = 0.7498)  | feature_999 (mu = -0.7767)  | feature_877 (mu = -1.6150)  | feature_866 (mu = 0.9167)   | feature_365 (mu = 1.3167)   | feature_178 (mu = 1.0669)   | feature_877 (mu = -0.7658)  | feature_877 (mu = 1.8785)   |
| 4     | feature_1545 (mu = 0.8687)  | feature_178 (mu = 1.0544)   | feature_899 (mu = 1.1907)   | feature_1949 (mu = 1.3400)  | feature_1307 (mu = -0.6805) | feature_187 (mu = -0.7395)  | feature_365 (mu = 1.5908)   | feature_1949 (mu = -0.8866) | feature_1676 (mu = 1.0147)  | feature_1545 (mu = -0.9497) | feature_365 (mu = -0.6213)  | feature_178 (mu = -1.6085)  |
| 5     | feature_365 (mu = -0.6666)  | feature_1051 (mu = 0.9000)  | feature_1522 (mu = -1.0825) | feature_866 (mu = 0.9312)   | feature_1522 (mu = 0.6616)  | feature_1949 (mu = -0.6242) | feature_1470 (mu = 1.1651)  | feature_1545 (mu = -0.5731) | feature_866 (mu = 0.9625)   | feature_999 (mu = -0.8298)  | feature_1949 (mu = 0.5577)  | feature_1470 (mu = -1.4334) |
| 6     | feature_1051 (mu = 0.5240)  | feature_899 (mu = 0.6124)   | feature_1470 (mu = 1.0614)  | feature_1676 (mu = 0.6267)  | feature_999 (mu = 0.6296)   | feature_741 (mu = -0.6010)  | feature_741 (mu = -1.1376)  | feature_1470 (mu = -0.5086) | feature_999 (mu = -0.7447)  | feature_899 (mu = 0.7265)   | feature_1307 (mu = -0.5256) | feature_1522 (mu = -1.3692) |
| 7     | feature_999 (mu = 0.4803)   | feature_187 (mu = -0.5721)  | feature_741 (mu = 0.9520)   | feature_187 (mu = 0.5083)   | feature_365 (mu = 0.5792)   | feature_866 (mu = -0.5769)  | feature_1522 (mu = 1.1027)  | feature_877 (mu = -0.4882)  | feature_877 (mu = -0.5631)  | feature_1307 (mu = -0.6273) | feature_178 (mu = -0.4951)  | feature_866 (mu = 1.1331)   |
| 8     | feature_1470 (mu = -0.4740) | feature_1949 (mu = -0.5318) | feature_1051 (mu = -0.8895) | feature_899 (mu = -0.4659)  | feature_178 (mu = 0.5444)   | feature_1522 (mu = -0.4463) | feature_1307 (mu = -0.9002) | feature_365 (mu = -0.3375)  | feature_187 (mu = 0.4041)   | feature_1470 (mu = 0.5484)  | feature_1470 (mu = 0.4037)  | feature_1676 (mu = -0.7690) |
| 9     | feature_877 (mu = 0.4272)   | feature_741 (mu = 0.5157)   | feature_866 (mu = 0.8755)   | feature_1051 (mu = -0.4165) | feature_1545 (mu = -0.5344) | feature_1545 (mu = 0.3963)  | feature_999 (mu = -0.7128)  | feature_1676 (mu = 0.2422)  | feature_741 (mu = -0.3043)  | feature_1051 (mu = 0.2577)  | feature_741 (mu = -0.2127)  | feature_899 (mu = 0.4201)   |
| 10    | feature_899 (mu = 0.3619)   | feature_1545 (mu = -0.4637) | feature_1949 (mu = 0.7642)  | feature_365 (mu = -0.3653)  | feature_899 (mu = 0.5320)   | feature_877 (mu = 0.2086)   | feature_178 (mu = 0.4708)   | feature_899 (mu = -0.2175)  | feature_1051 (mu = 0.3014)  | feature_866 (mu = 0.1632)   | feature_1522 (mu = 0.2086)  | feature_1307 (mu = 0.3620)  |
| 11    | feature_741 (mu = 0.3349)   | feature_877 (mu = -0.4630)  | feature_187 (mu = -0.4754)  | feature_741 (mu = -0.2967)  | feature_877 (mu = -0.4928)  | feature_1676 (mu = -0.1398) | feature_1051 (mu = 0.3270)  | feature_1051 (mu = 0.1500)  | feature_1470 (mu = 0.2837)  | feature_365 (mu = 0.1551)   | feature_1676 (mu = 0.1116)  | feature_999 (mu = 0.3347)   |
| 12    | feature_1949 (mu = -0.2755) | feature_365 (mu = 0.4040)   | feature_738 (mu = -0.1634)  | feature_999 (mu = -0.2845)  | feature_1949 (mu = -0.4163) | feature_365 (mu = 0.1131)   | feature_165 (mu = -0.2040)  | feature_872 (mu = -0.1161)  | feature_899 (mu = 0.1373)   | feature_1715 (mu = 0.1138)  | feature_1434 (mu = -0.0914) | feature_187 (mu = -0.3063)  |
| 13    | feature_187 (mu = 0.1566)   | feature_1522 (mu = -0.1334) | feature_165 (mu = -0.1628)  | feature_1522 (mu = -0.2284) | feature_1470 (mu = -0.2225) | feature_899 (mu = -0.1113)  | feature_105 (mu = -0.2001)  | feature_493 (mu = 0.1098)   | feature_1949 (mu = 0.1327)  | feature_40 (mu = 0.1100)    | feature_858 (mu = 0.0847)   | feature_711 (mu = 0.1991)   |
| 14    | feature_1147 (mu = 0.1162)  | feature_962 (mu = 0.0908)   | feature_105 (mu = -0.1574)  | feature_872 (mu = -0.1849)  | feature_741 (mu = -0.1140)  | feature_493 (mu = 0.1047)   | feature_968 (mu = -0.1973)  | feature_741 (mu = 0.1061)   | feature_266 (mu = 0.1052)   | feature_1911 (mu = -0.1045) | feature_1928 (mu = -0.0781) | feature_1246 (mu = 0.1887)  |
| 15    | feature_465 (mu = 0.1095)   | feature_518 (mu = -0.0847)  | feature_968 (mu = -0.1537)  | feature_119 (mu = -0.1731)  | feature_747 (mu = 0.0861)   | feature_1811 (mu = 0.1041)  | feature_50 (mu = 0.1973)    | feature_1928 (mu = -0.0945) | feature_425 (mu = 0.1031)   | feature_1676 (mu = 0.1041)  | feature_1921 (mu = 0.0776)  | feature_12 (mu = -0.1839)   |
| 16    | feature_303 (mu = -0.1094)  | feature_978 (mu = 0.0832)   | feature_1167 (mu = 0.1376)  | feature_568 (mu = 0.1707)   | feature_1246 (mu = 0.0772)  | feature_1411 (mu = 0.1031)  | feature_40 (mu = -0.1843)   | feature_238 (mu = -0.0939)  | feature_378 (mu = -0.1002)  | feature_1522 (mu = -0.0978) | feature_1606 (mu = -0.0774) | feature_951 (mu = 0.1814)   |
| 17    | feature_711 (mu = 0.1001)   | feature_1070 (mu = -0.0782) | feature_40 (mu = -0.1363)   | feature_962 (mu = -0.1634)  | feature_1250 (mu = -0.0688) | feature_1868 (mu = -0.1006) | feature_1911 (mu = 0.1830)  | feature_711 (mu = 0.0926)   | feature_831 (mu = -0.0925)  | feature_1060 (mu = 0.0944)  | feature_225 (mu = -0.0759)  | feature_534 (mu = 0.1774)   |
| 18    | feature_923 (mu = 0.0985)   | feature_1676 (mu = -0.0769) | feature_615 (mu = -0.1347)  | feature_493 (mu = 0.1628)   | feature_338 (mu = -0.0653)  | feature_1470 (mu = 0.0972)  | feature_1167 (mu = 0.1788)  | feature_84 (mu = -0.0898)   | feature_331 (mu = -0.0884)  | feature_1679 (mu = 0.0913)  | feature_1445 (mu = 0.0750)  | feature_1003 (mu = -0.1760) |
| 19    | feature_791 (mu = -0.0985)  | feature_493 (mu = -0.0751)  | feature_1505 (mu = -0.1341) | feature_313 (mu = 0.1571)   | feature_825 (mu = 0.0651)   | feature_1896 (mu = -0.0913) | feature_1788 (mu = -0.1753) | feature_962 (mu = -0.0894)  | feature_274 (mu = 0.0806)   | feature_1246 (mu = 0.0911)  | feature_682 (mu = -0.0742)  | feature_165 (mu = 0.1755)   |
| 20    | feature_534 (mu = 0.0963)   | feature_1392 (mu = 0.0749)  | feature_50 (mu = 0.1336)    | feature_1811 (mu = 0.1548)  | feature_1781 (mu = 0.0637)  | feature_48 (mu = -0.0910)   | feature_738 (mu = -0.1740)  | feature_713 (mu = 0.0883)   | feature_535 (mu = 0.0786)   | feature_1348 (mu = -0.0869) | feature_84 (mu = -0.0741)   | feature_442 (mu = 0.1724)   |
| 21    | feature_442 (mu = 0.0963)   | feature_313 (mu = -0.0744)  | feature_1942 (mu = -0.1335) | feature_978 (mu = -0.1502)  | feature_105 (mu = 0.0589)   | feature_1129 (mu = -0.0877) | feature_1963 (mu = -0.1689) | feature_502 (mu = 0.0877)   | feature_796 (mu = 0.0783)   | feature_691 (mu = -0.0866)  | feature_872 (mu = -0.0731)  | feature_604 (mu = -0.1717)  |
| 22    | feature_483 (mu = -0.0961)  | feature_1852 (mu = -0.0743) | feature_1188 (mu = -0.1323) | feature_1191 (mu = -0.1501) | feature_12 (mu = -0.0564)   | feature_1881 (mu = 0.0873)  | feature_951 (mu = -0.1671)  | feature_1811 (mu = 0.0862)  | feature_863 (mu = 0.0778)   | feature_1852 (mu = -0.0841) | feature_119 (mu = -0.0708)  | feature_1621 (mu = -0.1698) |
| 23    | feature_1909 (mu = -0.0941) | feature_1519 (mu = -0.0719) | feature_1246 (mu = -0.1322) | feature_1281 (mu = 0.1483)  | feature_153 (mu = -0.0563)  | feature_1736 (mu = -0.0869) | feature_1505 (mu = -0.1670) | feature_1736 (mu = -0.0861) | feature_793 (mu = -0.0768)  | feature_747 (mu = -0.0839)  | feature_311 (mu = 0.0703)   | feature_923 (mu = 0.1690)   |
| 24    | feature_425 (mu = -0.0917)  | feature_872 (mu = 0.0719)   | feature_1788 (mu = -0.1321) | feature_684 (mu = 0.1481)   | feature_335 (mu = 0.0562)   | feature_531 (mu = 0.0868)   | feature_1246 (mu = -0.1659) | feature_709 (mu = -0.0855)  | feature_282 (mu = -0.0766)  | feature_604 (mu = -0.0825)  | feature_1993 (mu = -0.0699) | feature_483 (mu = -0.1684)  |
| 25    | feature_165 (mu = 0.0904)   | feature_1059 (mu = 0.0717)  | feature_1736 (mu = 0.1271)  | feature_84 (mu = -0.1480)   | feature_528 (mu = 0.0555)   | feature_957 (mu = -0.0861)  | feature_1514 (mu = -0.1599) | feature_432 (mu = -0.0843)  | feature_1439 (mu = -0.0760) | feature_881 (mu = -0.0824)  | feature_1679 (mu = -0.0692) | feature_1760 (mu = -0.1652) |
| 26    | feature_1534 (mu = 0.0900)  | feature_1081 (mu = -0.0717) | feature_951 (mu = -0.1270)  | feature_1813 (mu = 0.1478)  | feature_1817 (mu = 0.0552)  | feature_978 (mu = -0.0856)  | feature_711 (mu = -0.1589)  | feature_16 (mu = -0.0842)   | feature_532 (mu = -0.0758)  | feature_372 (mu = -0.0808)  | feature_270 (mu = 0.0683)   | feature_105 (mu = 0.1648)   |
| 27    | feature_1348 (mu = -0.0899) | feature_1191 (mu = 0.0716)  | feature_133 (mu = 0.1236)   | feature_1446 (mu = -0.1464) | feature_1564 (mu = 0.0544)  | feature_803 (mu = 0.0853)   | feature_1679 (mu = -0.1578) | feature_1939 (mu = 0.0838)  | feature_1370 (mu = -0.0758) | feature_299 (mu = 0.0807)   | feature_722 (mu = 0.0676)   | feature_40 (mu = 0.1645)    |
| 28    | feature_1095 (mu = -0.0892) | feature_1464 (mu = -0.0714) | feature_1855 (mu = -0.1235) | feature_1429 (mu = 0.1461)  | feature_1679 (mu = 0.0542)  | feature_218 (mu = -0.0849)  | feature_1348 (mu = 0.1484)  | feature_317 (mu = 0.0831)   | feature_7 (mu = 0.0754)     | feature_583 (mu = -0.0793)  | feature_678 (mu = -0.0670)  | feature_133 (mu = -0.1623)  |
| 29    | feature_324 (mu = 0.0888)   | feature_1179 (mu = 0.0705)  | feature_238 (mu = 0.1232)   | feature_1216 (mu = 0.1454)  | feature_982 (mu = -0.0540)  | feature_1914 (mu = -0.0848) | feature_1942 (mu = -0.1481) | feature_511 (mu = 0.0828)   | feature_1147 (mu = -0.0747) | feature_1036 (mu = -0.0775) | feature_357 (mu = 0.0669)   | feature_1348 (mu = -0.1600) |
| 30    | feature_398 (mu = -0.0882)  | feature_881 (mu = -0.0700)  | feature_178 (mu = 0.1229)   | feature_1298 (mu = 0.1436)  | feature_1542 (mu = -0.0539) | feature_900 (mu = 0.0846)   | feature_134 (mu = 0.1471)   | feature_1896 (mu = -0.0826) | feature_730 (mu = 0.0744)   | feature_351 (mu = -0.0766)  | feature_291 (mu = 0.0652)   | feature_1414 (mu = -0.1597) |
| 31    | feature_7 (mu = -0.0873)    | feature_84 (mu = 0.0699)    | feature_1461 (mu = 0.1213)  | feature_1780 (mu = -0.1429) | feature_711 (mu = 0.0539)   | feature_1852 (mu = 0.0833)  | feature_626 (mu = -0.1464)  | feature_537 (mu = -0.0821)  | feature_417 (mu = -0.0743)  | feature_165 (mu = 0.0765)   | feature_1008 (mu = 0.0652)  | feature_669 (mu = -0.1584)  |
| 32    | feature_63 (mu = -0.0852)   | feature_1393 (mu = -0.0691) | feature_1314 (mu = -0.1204) | feature_751 (mu = -0.1428)  | feature_372 (mu = -0.0532)  | feature_50 (mu = -0.0812)   | feature_335 (mu = -0.1456)  | feature_1955 (mu = -0.0806) | feature_1748 (mu = -0.0738) | feature_1265 (mu = -0.0753) | feature_791 (mu = -0.0644)  | feature_1051 (mu = 0.1551)  |
| 33    | feature_1731 (mu = -0.0839) | feature_373 (mu = 0.0685)   | feature_1899 (mu = -0.1199) | feature_1852 (mu = 0.1410)  | feature_521 (mu = -0.0521)  | feature_568 (mu = 0.0810)   | feature_409 (mu = 0.1456)   | feature_568 (mu = 0.0793)   | feature_1288 (mu = 0.0732)  | feature_1602 (mu = -0.0746) | feature_1930 (mu = 0.0644)  | feature_1586 (mu = -0.1541) |
| 34    | feature_1133 (mu = 0.0835)  | feature_1429 (mu = -0.0683) | feature_711 (mu = -0.1198)  | feature_1837 (mu = 0.1410)  | feature_834 (mu = -0.0514)  | feature_1435 (mu = 0.0808)  | feature_1120 (mu = 0.1435)  | feature_1458 (mu = -0.0786) | None                        | feature_1571 (mu = 0.0729)  | feature_1867 (mu = -0.0642) | feature_1788 (mu = 0.1541)  |
| 35    | feature_1621 (mu = -0.0832) | feature_583 (mu = -0.0664)  | feature_1265 (mu = 0.1196)  | feature_831 (mu = -0.1387)  | feature_692 (mu = 0.0501)   | feature_809 (mu = 0.0805)   | feature_12 (mu = 0.1421)    | feature_1059 (mu = -0.0786) | None                        | feature_105 (mu = 0.0727)   | feature_684 (mu = 0.0638)   | feature_1731 (mu = -0.1525) |
| 36    | feature_105 (mu = 0.0826)   | feature_793 (mu = 0.0663)   | feature_515 (mu = 0.1189)   | feature_1784 (mu = 0.1382)  | feature_491 (mu = -0.0499)  | feature_522 (mu = 0.0804)   | feature_1496 (mu = -0.1419) | feature_1813 (mu = 0.0784)  | None                        | feature_109 (mu = 0.0726)   | feature_407 (mu = 0.0637)   | feature_968 (mu = 0.1522)   |
| 37    | feature_170 (mu = 0.0823)   | feature_1780 (mu = 0.0656)  | feature_1811 (mu = -0.1173) | feature_793 (mu = -0.1378)  | feature_690 (mu = 0.0499)   | feature_1826 (mu = 0.0801)  | feature_1817 (mu = -0.1410) | feature_1530 (mu = 0.0784)  | None                        | feature_1070 (mu = -0.0724) | feature_395 (mu = -0.0631)  | feature_331 (mu = 0.1516)   |
| 38    | feature_391 (mu = -0.0819)  | feature_290 (mu = 0.0655)   | feature_1618 (mu = -0.1172) | feature_798 (mu = 0.1377)   | None                        | feature_5 (mu = -0.0795)    | feature_923 (mu = -0.1403)  | feature_218 (mu = -0.0783)  | None                        | feature_1138 (mu = 0.0724)  | feature_1607 (mu = -0.0628) | feature_736 (mu = 0.1509)   |
| 39    | feature_491 (mu = -0.0810)  | feature_238 (mu = 0.0643)   | feature_1911 (mu = 0.1169)  | feature_16 (mu = -0.1369)   | None                        | feature_1278 (mu = -0.0788) | feature_1874 (mu = 0.1399)  | feature_1191 (mu = -0.0780) | None                        | feature_276 (mu = 0.0719)   | feature_1358 (mu = -0.0628) | feature_1405 (mu = 0.1508)  |
| 40    | feature_180 (mu = -0.0806)  | feature_579 (mu = 0.0642)   | feature_1953 (mu = 0.1159)  | feature_511 (mu = 0.1347)   | None                        | feature_1135 (mu = -0.0779) | feature_214 (mu = 0.1389)   | feature_1839 (mu = 0.0774)  | None                        | feature_852 (mu = -0.0715)  | feature_404 (mu = 0.0620)   | feature_376 (mu = -0.1490)  |
| 41    | feature_440 (mu = -0.0802)  | feature_276 (mu = 0.0640)   | feature_656 (mu = 0.1159)   | feature_860 (mu = 0.1342)   | None                        | feature_550 (mu = -0.0773)  | feature_1691 (mu = -0.1372) | feature_1637 (mu = 0.0774)  | None                        | feature_872 (mu = 0.0715)   | feature_217 (mu = 0.0619)   | feature_959 (mu = 0.1485)   |
| 42    | feature_1003 (mu = -0.0799) | None                        | feature_409 (mu = 0.1157)   | feature_952 (mu = 0.1331)   | None                        | feature_1159 (mu = -0.0771) | None                        | feature_1192 (mu = 0.0767)  | None                        | feature_528 (mu = 0.0709)   | feature_1556 (mu = -0.0616) | feature_626 (mu = 0.1482)   |
| 43    | feature_376 (mu = -0.0795)  | None                        | feature_943 (mu = 0.1154)   | feature_1482 (mu = 0.1323)  | None                        | feature_320 (mu = -0.0769)  | None                        | feature_1780 (mu = -0.0763) | None                        | feature_368 (mu = -0.0691)  | None                        | feature_367 (mu = 0.1468)   |
| 44    | feature_691 (mu = -0.0792)  | None                        | feature_1501 (mu = -0.1146) | feature_1928 (mu = -0.1316) | None                        | feature_290 (mu = -0.0764)  | None                        | feature_840 (mu = 0.0757)   | None                        | feature_570 (mu = 0.0689)   | None                        | feature_791 (mu = -0.1466)  |
| 45    | feature_678 (mu = -0.0792)  | None                        | feature_942 (mu = -0.1145)  | feature_1530 (mu = 0.1295)  | None                        | feature_68 (mu = 0.0756)    | None                        | feature_1969 (mu = 0.0753)  | None                        | feature_1435 (mu = -0.0679) | None                        | feature_1461 (mu = -0.1462) |
| 46    | feature_959 (mu = 0.0782)   | None                        | feature_921 (mu = 0.1141)   | feature_1839 (mu = 0.1292)  | None                        | feature_220 (mu = 0.0753)   | None                        | feature_1501 (mu = 0.0746)  | None                        | feature_1162 (mu = -0.0678) | None                        | feature_1506 (mu = -0.1456) |
| 47    | feature_1564 (mu = 0.0775)  | None                        | feature_1487 (mu = 0.1137)  | feature_1000 (mu = 0.1290)  | None                        | feature_1429 (mu = 0.0753)  | None                        | feature_1910 (mu = -0.0744) | None                        | feature_1690 (mu = 0.0678)  | None                        | feature_1505 (mu = 0.1448)  |
| 48    | feature_802 (mu = -0.0771)  | None                        | feature_1817 (mu = -0.1136) | feature_1679 (mu = -0.1288) | None                        | feature_518 (mu = 0.0751)   | None                        | feature_1586 (mu = -0.0741) | None                        | feature_1034 (mu = 0.0674)  | None                        | feature_409 (mu = -0.1428)  |
| 49    | feature_550 (mu = 0.0770)   | None                        | feature_1885 (mu = -0.1134) | feature_1285 (mu = 0.1285)  | None                        | feature_656 (mu = -0.0748)  | None                        | feature_978 (mu = -0.0737)  | None                        | None                        | None                        | feature_1909 (mu = -0.1428) |
| 50    | feature_695 (mu = 0.0770)   | None                        | None                        | feature_1539 (mu = -0.1280) | None                        | feature_279 (mu = -0.0747)  | None                        | feature_209 (mu = 0.0727)   | None                        | None                        | None                        | feature_274 (mu = -0.1420)  |
| 51    | None                        | None                        | None                        | feature_40 (mu = -0.1270)   | None                        | None                        | None                        | feature_722 (mu = 0.0723)   | None                        | None                        | None                        | feature_1563 (mu = 0.1414)  |
| 52    | None                        | None                        | None                        | feature_1926 (mu = -0.1269) | None                        | None                        | None                        | feature_1398 (mu = -0.0723) | None                        | None                        | None                        | None                        |
| 53    | None                        | None                        | None                        | feature_1278 (mu = -0.1268) | None                        | None                        | None                        | feature_684 (mu = 0.0718)   | None                        | None                        | None                        | None                        |
| 54    | None                        | None                        | None                        | feature_1081 (mu = 0.1266)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 55    | None                        | None                        | None                        | feature_238 (mu = -0.1261)  | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 56    | None                        | None                        | None                        | feature_1736 (mu = -0.1258) | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 57    | None                        | None                        | None                        | feature_5 (mu = -0.1243)    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        |
| 58    | None                        | None                        | None                        | feature_1896 (mu = -0.1237) | 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       | 87.000  |
| n_correct              | 15.000  |
| n_missed               | 0.000   |
| n_extra                | 72.000  |
| Recall                 | 1.000   |
| Precision              | 0.172   |
| F1_Score               | 0.294   |
| Jaccard                | 0.172   |
| Miss_Rate              | 0.000   |
| FDR                    | 0.828   |
| Global_Miss_Rate       | 0.000   |
| Global_FDR             | 0.036   |
| Success_Index          | 133.333 |
| Adjusted_Success_Index | 22.989  |

## 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']


 - 87 discovered features:
   ['feature_1003', 'feature_105', 'feature_1051', 'feature_1060', 'feature_1070', 'feature_1147', 'feature_1167', 'feature_119', 'feature_1191', 'feature_12', 'feature_1246', 'feature_1250', 'feature_1307', 'feature_1348', 'feature_1411', 'feature_1434', 'feature_1445', 'feature_1470', 'feature_1505', 'feature_1522', 'feature_1545', 'feature_1606', 'feature_1621', 'feature_165', 'feature_1676', 'feature_1679', 'feature_1715', 'feature_178', 'feature_1781', 'feature_1788', 'feature_1811', 'feature_1852', 'feature_1868', 'feature_187', 'feature_1896', 'feature_1909', 'feature_1911', 'feature_1921', 'feature_1928', 'feature_1949', 'feature_1963', 'feature_225', 'feature_238', 'feature_266', 'feature_303', 'feature_313', 'feature_331', 'feature_338', 'feature_365', 'feature_372', 'feature_378', 'feature_40', 'feature_425', 'feature_442', 'feature_465', 'feature_48', 'feature_483', 'feature_493', 'feature_50', 'feature_502', 'feature_518', 'feature_534', 'feature_568', 'feature_604', 'feature_682', 'feature_691', 'feature_711', 'feature_713', 'feature_738', 'feature_741', 'feature_747', 'feature_791', 'feature_825', 'feature_831', 'feature_84', 'feature_858', 'feature_866', 'feature_872', 'feature_877', 'feature_881', 'feature_899', 'feature_923', 'feature_951', 'feature_962', 'feature_968', 'feature_978', 'feature_999']

 - 0 missed true support features:
   []

 - 72 extra features found (not in true support):
   ['feature_1003', 'feature_105', 'feature_1060', 'feature_1070', 'feature_1147', 'feature_1167', 'feature_119', 'feature_1191', 'feature_12', 'feature_1246', 'feature_1250', 'feature_1348', 'feature_1411', 'feature_1434', 'feature_1445', 'feature_1505', 'feature_1606', 'feature_1621', 'feature_165', 'feature_1679', 'feature_1715', 'feature_1781', 'feature_1788', 'feature_1811', 'feature_1852', 'feature_1868', 'feature_1896', 'feature_1909', 'feature_1911', 'feature_1921', 'feature_1928', 'feature_1963', 'feature_225', 'feature_238', 'feature_266', 'feature_303', 'feature_313', 'feature_331', 'feature_338', 'feature_372', 'feature_378', 'feature_40', 'feature_425', 'feature_442', 'feature_465', 'feature_48', 'feature_483', 'feature_493', 'feature_50', 'feature_502', 'feature_518', 'feature_534', 'feature_568', 'feature_604', 'feature_682', 'feature_691', 'feature_711', 'feature_713', 'feature_738', 'feature_747', 'feature_791', 'feature_825', 'feature_831', 'feature_84', 'feature_858', 'feature_872', 'feature_881', 'feature_923', 'feature_951', 'feature_962', 'feature_968', 'feature_978']


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_178 (mu = -1.3062)  | feature_999 (mu = -1.4477)  | feature_877 (mu = -1.9216)  | feature_178 (mu = -2.3235)  | feature_1676 (mu = -1.0639) | feature_1307 (mu = 1.7099)  | feature_1545 (mu = 2.7056)  | feature_178 (mu = -1.8687)  | feature_178 (mu = 2.0215)   | feature_1949 (mu = 1.5379)  | feature_866 (mu = 2.4595)   | feature_741 (mu = 2.7264)   |
| 1     | feature_866 (mu = 1.0309)   | feature_1307 (mu = -1.4108) | feature_1545 (mu = 1.3970)  | feature_877 (mu = -2.1655)  | feature_866 (mu = 1.0613)   | feature_1051 (mu = 1.3472)  | feature_1949 (mu = -1.9472) | feature_1522 (mu = 1.2114)  | feature_1307 (mu = 1.9271)  | feature_877 (mu = -1.4742)  | feature_999 (mu = -1.1284)  | feature_1949 (mu = 2.6454)  |
| 2     | feature_1676 (mu = -0.9701) | feature_1470 (mu = -1.3156) | feature_1676 (mu = -1.2874) | feature_1470 (mu = 1.8978)  | feature_187 (mu = 0.9120)   | feature_178 (mu = -1.0806)  | feature_187 (mu = 1.7902)   | feature_187 (mu = -0.9574)  | feature_1545 (mu = -1.4451) | feature_187 (mu = 1.3013)   | feature_1545 (mu = 0.7818)  | feature_365 (mu = -1.9362)  |
| 3     | feature_1522 (mu = 0.9416)  | feature_866 (mu = -1.1249)  | feature_1307 (mu = -1.2493) | feature_1307 (mu = 1.7515)  | feature_1051 (mu = 0.7498)  | feature_999 (mu = -0.7767)  | feature_877 (mu = -1.6150)  | feature_866 (mu = 0.9167)   | feature_365 (mu = 1.3167)   | feature_178 (mu = 1.0669)   | feature_877 (mu = -0.7658)  | feature_877 (mu = 1.8785)   |
| 4     | feature_1545 (mu = 0.8687)  | feature_178 (mu = 1.0544)   | feature_899 (mu = 1.1907)   | feature_1949 (mu = 1.3400)  | feature_1307 (mu = -0.6805) | feature_187 (mu = -0.7395)  | feature_365 (mu = 1.5908)   | feature_1949 (mu = -0.8866) | feature_1676 (mu = 1.0147)  | feature_1545 (mu = -0.9497) | feature_365 (mu = -0.6213)  | feature_178 (mu = -1.6085)  |
| 5     | feature_365 (mu = -0.6666)  | feature_1051 (mu = 0.9000)  | feature_1522 (mu = -1.0825) | feature_866 (mu = 0.9312)   | feature_1522 (mu = 0.6616)  | feature_1949 (mu = -0.6242) | feature_1470 (mu = 1.1651)  | feature_1545 (mu = -0.5731) | feature_866 (mu = 0.9625)   | feature_999 (mu = -0.8298)  | feature_1949 (mu = 0.5577)  | feature_1470 (mu = -1.4334) |
| 6     | feature_1051 (mu = 0.5240)  | feature_899 (mu = 0.6124)   | feature_1470 (mu = 1.0614)  | feature_1676 (mu = 0.6267)  | feature_999 (mu = 0.6296)   | feature_741 (mu = -0.6010)  | feature_741 (mu = -1.1376)  | feature_1470 (mu = -0.5086) | feature_999 (mu = -0.7447)  | feature_899 (mu = 0.7265)   | feature_1307 (mu = -0.5256) | feature_1522 (mu = -1.3692) |
| 7     | feature_999 (mu = 0.4803)   | feature_187 (mu = -0.5721)  | feature_741 (mu = 0.9520)   | feature_187 (mu = 0.5083)   | feature_365 (mu = 0.5792)   | feature_866 (mu = -0.5769)  | feature_1522 (mu = 1.1027)  | feature_877 (mu = -0.4882)  | feature_877 (mu = -0.5631)  | feature_1307 (mu = -0.6273) | feature_178 (mu = -0.4951)  | feature_866 (mu = 1.1331)   |
| 8     | feature_1470 (mu = -0.4740) | feature_1949 (mu = -0.5318) | feature_1051 (mu = -0.8895) | feature_899 (mu = -0.4659)  | feature_178 (mu = 0.5444)   | feature_1522 (mu = -0.4463) | feature_1307 (mu = -0.9002) | feature_365 (mu = -0.3375)  | feature_187 (mu = 0.4041)   | feature_1470 (mu = 0.5484)  | feature_1470 (mu = 0.4037)  | feature_1676 (mu = -0.7690) |
| 9     | feature_877 (mu = 0.4272)   | feature_741 (mu = 0.5157)   | feature_866 (mu = 0.8755)   | feature_1051 (mu = -0.4165) | feature_1545 (mu = -0.5344) | feature_1545 (mu = 0.3963)  | feature_999 (mu = -0.7128)  | feature_1676 (mu = 0.2422)  | feature_741 (mu = -0.3043)  | feature_1051 (mu = 0.2577)  | feature_741 (mu = -0.2127)  | feature_899 (mu = 0.4201)   |
| 10    | feature_899 (mu = 0.3619)   | feature_1545 (mu = -0.4637) | feature_1949 (mu = 0.7642)  | feature_365 (mu = -0.3653)  | feature_899 (mu = 0.5320)   | feature_877 (mu = 0.2086)   | feature_178 (mu = 0.4708)   | feature_899 (mu = -0.2175)  | feature_1051 (mu = 0.3014)  | feature_866 (mu = 0.1632)   | feature_1522 (mu = 0.2086)  | feature_1307 (mu = 0.3620)  |
| 11    | feature_741 (mu = 0.3349)   | feature_877 (mu = -0.4630)  | feature_187 (mu = -0.4754)  | feature_741 (mu = -0.2967)  | feature_877 (mu = -0.4928)  | feature_1676 (mu = -0.1398) | feature_1051 (mu = 0.3270)  | feature_1051 (mu = 0.1500)  | feature_1470 (mu = 0.2837)  | feature_365 (mu = 0.1551)   | feature_1676 (mu = 0.1116)  | feature_999 (mu = 0.3347)   |
| 12    | feature_1949 (mu = -0.2755) | feature_365 (mu = 0.4040)   | feature_738 (mu = -0.1634)  | feature_999 (mu = -0.2845)  | feature_1949 (mu = -0.4163) | feature_365 (mu = 0.1131)   | feature_165 (mu = -0.2040)  | feature_872 (mu = -0.1161)  | feature_899 (mu = 0.1373)   | feature_1715 (mu = 0.1138)  | feature_1434 (mu = -0.0914) | feature_187 (mu = -0.3063)  |
| 13    | feature_187 (mu = 0.1566)   | feature_1522 (mu = -0.1334) | feature_165 (mu = -0.1628)  | feature_1522 (mu = -0.2284) | feature_1470 (mu = -0.2225) | feature_899 (mu = -0.1113)  | feature_105 (mu = -0.2001)  | feature_493 (mu = 0.1098)   | feature_1949 (mu = 0.1327)  | feature_40 (mu = 0.1100)    | feature_858 (mu = 0.0847)   | feature_711 (mu = 0.1991)   |
| 14    | feature_1147 (mu = 0.1162)  | feature_962 (mu = 0.0908)   | feature_105 (mu = -0.1574)  | feature_872 (mu = -0.1849)  | feature_741 (mu = -0.1140)  | feature_493 (mu = 0.1047)   | feature_968 (mu = -0.1973)  | feature_741 (mu = 0.1061)   | feature_266 (mu = 0.1052)   | feature_1911 (mu = -0.1045) | feature_1928 (mu = -0.0781) | feature_1246 (mu = 0.1887)  |
| 15    | feature_465 (mu = 0.1095)   | feature_518 (mu = -0.0847)  | feature_968 (mu = -0.1537)  | feature_119 (mu = -0.1731)  | feature_747 (mu = 0.0861)   | feature_1811 (mu = 0.1041)  | feature_50 (mu = 0.1973)    | feature_1928 (mu = -0.0945) | feature_425 (mu = 0.1031)   | feature_1676 (mu = 0.1041)  | feature_1921 (mu = 0.0776)  | feature_12 (mu = -0.1839)   |
| 16    | feature_303 (mu = -0.1094)  | feature_978 (mu = 0.0832)   | feature_1167 (mu = 0.1376)  | feature_568 (mu = 0.1707)   | feature_1246 (mu = 0.0772)  | feature_1411 (mu = 0.1031)  | feature_40 (mu = -0.1843)   | feature_238 (mu = -0.0939)  | feature_378 (mu = -0.1002)  | feature_1522 (mu = -0.0978) | feature_1606 (mu = -0.0774) | feature_951 (mu = 0.1814)   |
| 17    | feature_711 (mu = 0.1001)   | feature_1070 (mu = -0.0782) | feature_40 (mu = -0.1363)   | feature_962 (mu = -0.1634)  | feature_1250 (mu = -0.0688) | feature_1868 (mu = -0.1006) | feature_1911 (mu = 0.1830)  | feature_711 (mu = 0.0926)   | feature_831 (mu = -0.0925)  | feature_1060 (mu = 0.0944)  | feature_225 (mu = -0.0759)  | feature_534 (mu = 0.1774)   |
| 18    | feature_923 (mu = 0.0985)   | feature_1676 (mu = -0.0769) | None                        | feature_493 (mu = 0.1628)   | feature_338 (mu = -0.0653)  | feature_1470 (mu = 0.0972)  | feature_1167 (mu = 0.1788)  | feature_84 (mu = -0.0898)   | feature_331 (mu = -0.0884)  | feature_1679 (mu = 0.0913)  | feature_1445 (mu = 0.0750)  | feature_1003 (mu = -0.1760) |
| 19    | feature_791 (mu = -0.0985)  | None                        | None                        | feature_313 (mu = 0.1571)   | feature_825 (mu = 0.0651)   | feature_1896 (mu = -0.0913) | feature_1788 (mu = -0.1753) | feature_962 (mu = -0.0894)  | None                        | feature_1246 (mu = 0.0911)  | feature_682 (mu = -0.0742)  | feature_165 (mu = 0.1755)   |
| 20    | feature_534 (mu = 0.0963)   | None                        | None                        | feature_1811 (mu = 0.1548)  | feature_1781 (mu = 0.0637)  | feature_48 (mu = -0.0910)   | feature_738 (mu = -0.1740)  | feature_713 (mu = 0.0883)   | None                        | feature_1348 (mu = -0.0869) | feature_84 (mu = -0.0741)   | feature_442 (mu = 0.1724)   |
| 21    | feature_442 (mu = 0.0963)   | None                        | None                        | feature_978 (mu = -0.1502)  | None                        | None                        | feature_1963 (mu = -0.1689) | feature_502 (mu = 0.0877)   | None                        | feature_691 (mu = -0.0866)  | None                        | feature_604 (mu = -0.1717)  |
| 22    | feature_483 (mu = -0.0961)  | None                        | None                        | feature_1191 (mu = -0.1501) | None                        | None                        | feature_951 (mu = -0.1671)  | feature_1811 (mu = 0.0862)  | None                        | feature_1852 (mu = -0.0841) | None                        | feature_1621 (mu = -0.1698) |
| 23    | feature_1909 (mu = -0.0941) | None                        | None                        | None                        | None                        | None                        | feature_1505 (mu = -0.1670) | None                        | None                        | feature_747 (mu = -0.0839)  | None                        | feature_923 (mu = 0.1690)   |
| 24    | None                        | None                        | None                        | None                        | None                        | None                        | feature_1246 (mu = -0.1659) | None                        | None                        | feature_604 (mu = -0.0825)  | None                        | feature_483 (mu = -0.1684)  |
| 25    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_881 (mu = -0.0824)  | None                        | None                        |
| 26    | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | None                        | feature_372 (mu = -0.0808)  | None                        | None                        |


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

No data to display.

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