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============================================================
Feature Analysis Report
============================================================

1. Basic Statistical Information:
    Total Feature Count: 793
    Average IC Value: 0.0178
   IC Value Standard Deviation: 0.0143
    Maximum IC Value: 0.0906
    Minimum IC Value: 0.0000
    Positive IC Value Feature Count: 793
    Negative IC Value Feature Count: 0

2. High Correlation Analysis (|Correlation| > 0.8):
    High Correlation Feature Pair Count: 2269
    Correlation Matrix Density: 0.0072

3. Feature Aggregation Results:
    Feature Group Count: 269
    Single Feature Group Count: 101
    Aggregated Feature Group Count: 168
    Average Aggregated Group Size: 4.12

4. Top 10 Highest IC Value Features:
    1. X752                 |IC|=0.0906 (IC=0.0906)
    2. X21                  |IC|=0.0694 (IC=0.0694)
    3. X20                  |IC|=0.0677 (IC=0.0677)
    4. X28                  |IC|=0.0641 (IC=0.0641)
    5. X759                 |IC|=0.0641 (IC=0.0641)
    6. X29                  |IC|=0.0623 (IC=0.0623)
    7. X19                  |IC|=0.0623 (IC=0.0623)
    8. X27                  |IC|=0.0623 (IC=0.0623)
    9. X22                  |IC|=0.0577 (IC=0.0577)
   10. X754                 |IC|=0.0573 (IC=0.0573)

5. Feature Aggregation Details:
    Group 1: X21 (IC=0.0643)
        Contains Features: X21, X19, X20, X22
        Weights: ['0.270', '0.242', '0.263', '0.224']
    Group 2: X28 (IC=0.0629)
        Contains Features: X28, X27, X29
        Weights: ['0.340', '0.330', '0.330']
    Group 3: X219 (IC=0.0494)
        Contains Features: X219, X217, X218, X225, X226
        Weights: ['0.230', '0.187', '0.218', '0.182', '0.183']
    Group 4: X287 (IC=0.0470)
        Contains Features: X287, X264, X280, X281, X282, X283, X284, X285, X286, X288, X289, X290, X291, X292, X293, X294, X295, X296, X297, X432, X435, X438, X762
        Weights: ['0.052', '0.027', '0.037', '0.044', '0.038', '0.046', '0.041', '0.049', '0.045', '0.045', '0.052', '0.045', '0.051', '0.048', '0.051', '0.047', '0.051', '0.047', '0.049', '0.035', '0.034', '0.031', '0.035']
    Group 5: X298 (IC=0.0505)
        Contains Features: X298, X272, X299, X300, X301, X302, X303
        Weights: ['0.150', '0.120', '0.148', '0.149', '0.145', '0.146', '0.141']
    Group 6: X30 (IC=0.0409)
        Contains Features: X30, X31, X32
        Weights: ['0.404', '0.333', '0.263']
    Group 7: X465 (IC=0.0426)
        Contains Features: X465, X444, X464, X466, X471, X472, X473
        Weights: ['0.166', '0.132', '0.135', '0.165', '0.124', '0.142', '0.135']
    Group 8: X181 (IC=0.0398)
        Contains Features: X181, X95, X131, X137, X139, X169, X173, X175, X179
        Weights: ['0.137', '0.120', '0.113', '0.124', '0.085', '0.107', '0.089', '0.128', '0.096']
    Group 9: X23 (IC=0.0394)
        Contains Features: X23, X24
        Weights: ['0.571', '0.429']
    Group 10: X508 (IC=0.0356)
        Contains Features: X508, X506, X507
        Weights: ['0.417', '0.245', '0.338']
    Group 11: X198 (IC=0.0354)
        Contains Features: X198, X196, X197, X204, X205, X211, X212
        Weights: ['0.173', '0.139', '0.162', '0.143', '0.149', '0.116', '0.117']
    Group 12: X277 (IC=0.0389)
        Contains Features: X277, X276, X278, X279
        Weights: ['0.271', '0.212', '0.260', '0.257']
    Group 13: X224 (IC=0.0331)
        Contains Features: X224, X223
        Weights: ['0.629', '0.371']
    Group 14: X656 (IC=0.0392)
        Contains Features: X656, X648, X652
        Weights: ['0.354', '0.293', '0.352']
    Group 15: X89 (IC=0.0315)
        Contains Features: X89, X83, X125, X167, X336, X626
        Weights: ['0.215', '0.189', '0.173', '0.135', '0.164', '0.123']
    Group 16: X269 (IC=0.0377)
        Contains Features: X269, X268, X270, X271
        Weights: ['0.263', '0.225', '0.257', '0.255']
    Group 17: X629 (IC=0.0318)
        Contains Features: X629, X625, X627, X628
        Weights: ['0.309', '0.212', '0.271', '0.208']
    Group 18: X445 (IC=0.0304)
        Contains Features: X445, X443, X450, X451, X452, X457, X458, X459
        Weights: ['0.158', '0.130', '0.118', '0.145', '0.141', '0.089', '0.111', '0.107']
    Group 19: X373 (IC=0.0380)
        Contains Features: X373, X367, X379, X385
        Weights: ['0.251', '0.248', '0.250', '0.251']
    Group 20: X186 (IC=0.0347)
        Contains Features: X186, X183, X189
        Weights: ['0.359', '0.305', '0.336']
    Group 21: X361 (IC=0.0365)
        Contains Features: X361, X355
        Weights: ['0.509', '0.491']
    Group 22: X331 (IC=0.0326)
        Contains Features: X331, X325, X337, X343
        Weights: ['0.279', '0.263', '0.246', '0.213']
    Group 23: X712 (IC=0.0321)
        Contains Features: X712, X704, X708
        Weights: ['0.369', '0.283', '0.347']
    Group 24: X266 (IC=0.0327)
        Contains Features: X266, X265, X267
        Weights: ['0.348', '0.314', '0.338']
    Group 25: X44 (IC=0.0295)
        Contains Features: X44, X38, X39, X40, X41, X42, X43, X45, X46, X47, X48, X49, X50, X51, X52, X53, X54
        Weights: ['0.066', '0.056', '0.055', '0.065', '0.057', '0.065', '0.059', '0.056', '0.066', '0.056', '0.065', '0.056', '0.064', '0.050', '0.057', '0.050', '0.056']
    Group 26: X111 (IC=0.0321)
        Contains Features: X111, X105, X117, X153
        Weights: ['0.258', '0.238', '0.248', '0.257']
    Group 27: X77 (IC=0.0239)
        Contains Features: X77, X65, X71, X113, X119, X161
        Weights: ['0.230', '0.176', '0.213', '0.110', '0.152', '0.119']
    Group 28: X238 (IC=0.0260)
        Contains Features: X238, X239, X245, X246, X485, X492
        Weights: ['0.210', '0.196', '0.205', '0.201', '0.094', '0.093']
    Group 29: X671 (IC=0.0250)
        Contains Features: X671, X663, X666, X667, X670, X674, X675
        Weights: ['0.186', '0.131', '0.136', '0.168', '0.149', '0.092', '0.138']
    Group 30: X384 (IC=0.0276)
        Contains Features: X384, X342, X372, X378, X420, X426
        Weights: ['0.194', '0.180', '0.151', '0.181', '0.133', '0.161']
    Group 31: X319 (IC=0.0314)
        Contains Features: X319, X313
        Weights: ['0.510', '0.490']
    Group 32: X203 (IC=0.0216)
        Contains Features: X203, X195, X202, X209, X210
        Weights: ['0.292', '0.169', '0.159', '0.136', '0.243']
    Group 33: X147 (IC=0.0281)
        Contains Features: X147, X141, X159
        Weights: ['0.374', '0.274', '0.352']
    Group 34: X94 (IC=0.0221)
        Contains Features: X94, X82, X88, X130, X136, X178
        Weights: ['0.236', '0.155', '0.199', '0.145', '0.168', '0.097']
    Group 35: X133 (IC=0.0297)
        Contains Features: X133, X127
        Weights: ['0.519', '0.481']
    Group 36: X274 (IC=0.0300)
        Contains Features: X274, X273, X275
        Weights: ['0.338', '0.331', '0.331']
    Group 37: X163 (IC=0.0270)
        Contains Features: X163, X121, X151, X157
        Weights: ['0.280', '0.259', '0.214', '0.247']
    Group 38: X431 (IC=0.0251)
        Contains Features: X431, X430, X433, X434, X436, X437
        Weights: ['0.200', '0.145', '0.162', '0.184', '0.154', '0.155']
    Group 39: X586 (IC=0.0210)
        Contains Features: X586, X574, X580, X592
        Weights: ['0.355', '0.162', '0.144', '0.340']
    Group 40: X501 (IC=0.0268)
        Contains Features: X501, X499, X500
        Weights: ['0.359', '0.301', '0.340']
    Group 41: X740 (IC=0.0211)
        Contains Features: X740, X732, X736
        Weights: ['0.451', '0.186', '0.363']
    Group 42: X612 (IC=0.0210)
        Contains Features: X612, X606, X609
        Weights: ['0.444', '0.214', '0.342']
    Group 43: X330 (IC=0.0250)
        Contains Features: X330, X324
        Weights: ['0.557', '0.443']
    Group 44: X233 (IC=0.0268)
        Contains Features: X233, X232
        Weights: ['0.510', '0.490']
    Group 45: X727 (IC=0.0214)
        Contains Features: X727, X719, X722, X723, X726, X730, X731
        Weights: ['0.183', '0.116', '0.136', '0.152', '0.156', '0.107', '0.151']
    Group 46: X766 (IC=0.0230)
        Contains Features: X766, X764, X765, X767
        Weights: ['0.297', '0.203', '0.266', '0.234']
    Group 47: X56 (IC=0.0257)
        Contains Features: X56, X55
        Weights: ['0.527', '0.473']
    Group 48: X187 (IC=0.0231)
        Contains Features: X187, X33, X34, X35, X184, X185, X188, X190, X191
        Weights: ['0.129', '0.084', '0.115', '0.093', '0.128', '0.099', '0.109', '0.126', '0.117']
    Group 49: X115 (IC=0.0242)
        Contains Features: X115, X109
        Weights: ['0.542', '0.458']
    Group 50: X237 (IC=0.0193)
        Contains Features: X237, X236, X243, X244, X484, X491
        Weights: ['0.222', '0.175', '0.158', '0.202', '0.126', '0.117']
    Group 51: X36 (IC=0.0242)
        Contains Features: X36, X37
        Weights: ['0.526', '0.474']
    Group 52: X123 (IC=0.0162)
        Contains Features: X123, X129, X135, X165, X171
        Weights: ['0.306', '0.202', '0.094', '0.244', '0.154']
    Group 53: X247 (IC=0.0153)
        Contains Features: X247, X240, X487, X494
        Weights: ['0.396', '0.362', '0.113', '0.130']
    Group 54: X582 (IC=0.0159)
        Contains Features: X582, X558, X564, X570, X576, X579, X588, X591
        Weights: ['0.189', '0.096', '0.064', '0.160', '0.113', '0.111', '0.135', '0.133']
    Group 55: X216 (IC=0.0157)
        Contains Features: X216, X215, X222
        Weights: ['0.508', '0.231', '0.262']
    Group 56: X79 (IC=0.0215)
        Contains Features: X79, X67, X73, X85
        Weights: ['0.273', '0.233', '0.266', '0.228']
    Group 57: X479 (IC=0.0217)
        Contains Features: X479, X478, X480
        Weights: ['0.360', '0.302', '0.337']
    Group 58: X63 (IC=0.0206)
        Contains Features: X63, X57, X69, X75
        Weights: ['0.276', '0.221', '0.271', '0.232']
    Group 59: X760 (IC=0.0213)
        Contains Features: X760, X17, X25
        Weights: ['0.350', '0.302', '0.349']
    Group 60: X231 (IC=0.0178)
        Contains Features: X231, X230
        Weights: ['0.625', '0.375']
    Group 61: X613 (IC=0.0171)
        Contains Features: X613, X607, X610
        Weights: ['0.396', '0.254', '0.350']
    Group 62: X10 (IC=0.0198)
        Contains Features: X10, X11
        Weights: ['0.513', '0.487']
    Group 63: X366 (IC=0.0160)
        Contains Features: X366, X354, X360, X408
        Weights: ['0.317', '0.224', '0.279', '0.179']
    Group 64: X318 (IC=0.0189)
        Contains Features: X318, X312
        Weights: ['0.523', '0.477']
    Group 65: X498 (IC=0.0183)
        Contains Features: X498, X496, X497
        Weights: ['0.357', '0.318', '0.325']
    Group 66: X428 (IC=0.0140)
        Contains Features: X428, X380, X386, X416, X422
        Weights: ['0.276', '0.198', '0.128', '0.158', '0.240']
    Group 67: X684 (IC=0.0131)
        Contains Features: X684, X676, X680
        Weights: ['0.489', '0.146', '0.365']
    Group 68: X14 (IC=0.0142)
        Contains Features: X14, X9, X12, X13, X15, X16
        Weights: ['0.226', '0.003', '0.195', '0.186', '0.212', '0.177']
    Group 69: X394 (IC=0.0172)
        Contains Features: X394, X388, X400, X406
        Weights: ['0.279', '0.226', '0.268', '0.227']
    Group 70: X662 (IC=0.0147)
        Contains Features: X662, X658, X659
        Weights: ['0.428', '0.262', '0.310']
    Group 71: X761 (IC=0.0165)
        Contains Features: X761, X578
        Weights: ['0.567', '0.433']
    Group 72: X503 (IC=0.0174)
        Contains Features: X503, X502, X504, X505
        Weights: ['0.267', '0.211', '0.264', '0.258']
    Group 73: X352 (IC=0.0157)
        Contains Features: X352, X346, X358, X364
        Weights: ['0.282', '0.264', '0.252', '0.202']
    Group 74: X624 (IC=0.0132)
        Contains Features: X624, X622, X623
        Weights: ['0.437', '0.192', '0.371']
    Group 75: X145 (IC=0.0158)
        Contains Features: X145, X103
        Weights: ['0.548', '0.452']
    Group 76: X362 (IC=0.0132)
        Contains Features: X362, X356, X368, X398, X404, X410
        Weights: ['0.216', '0.209', '0.201', '0.133', '0.128', '0.113']
    Group 77: X340 (IC=0.0147)
        Contains Features: X340, X328, X334
        Weights: ['0.385', '0.260', '0.355']
    Group 78: X418 (IC=0.0163)
        Contains Features: X418, X412, X424
        Weights: ['0.346', '0.322', '0.332']
    Group 79: X470 (IC=0.0107)
        Contains Features: X470, X442, X449, X456, X463, X469, X476, X477
        Weights: ['0.196', '0.166', '0.162', '0.119', '0.151', '0.090', '0.029', '0.086']
    Group 80: X382 (IC=0.0154)
        Contains Features: X382, X370, X376
        Weights: ['0.360', '0.293', '0.346']
    Group 81: X768 (IC=0.0149)
        Contains Features: X768, X769
        Weights: ['0.557', '0.443']
    Group 82: X124 (IC=0.0106)
        Contains Features: X124, X118, X166, X172
        Weights: ['0.384', '0.192', '0.187', '0.236']
    Group 83: X310 (IC=0.0138)
        Contains Features: X310, X304, X316, X322
        Weights: ['0.296', '0.274', '0.250', '0.180']
    Group 84: X644 (IC=0.0083)
        Contains Features: X644, X636, X640
        Weights: ['0.646', '0.067', '0.287']
    Group 85: X718 (IC=0.0129)
        Contains Features: X718, X714, X715
        Weights: ['0.417', '0.288', '0.295']
    Group 86: X81 (IC=0.0134)
        Contains Features: X81, X87, X93
        Weights: ['0.396', '0.342', '0.262']
    Group 87: X162 (IC=0.0154)
        Contains Features: X162, X150, X156, X168
        Weights: ['0.257', '0.250', '0.253', '0.240']
    Group 88: X2 (IC=0.0115)
        Contains Features: X2, X3, X4
        Weights: ['0.456', '0.355', '0.189']
    Group 89: X584 (IC=0.0145)
        Contains Features: X584, X560, X572, X590
        Weights: ['0.269', '0.210', '0.261', '0.260']
    Group 90: X545 (IC=0.0143)
        Contains Features: X545, X521, X533, X539, X551, X557, X563
        Weights: ['0.156', '0.123', '0.152', '0.143', '0.145', '0.146', '0.134']
    Group 91: X537 (IC=0.0143)
        Contains Features: X537, X525, X543, X549
        Weights: ['0.273', '0.224', '0.260', '0.243']
    Group 92: X679 (IC=0.0083)
        Contains Features: X679, X678, X682, X683
        Weights: ['0.461', '0.223', '0.069', '0.248']
    Group 93: X735 (IC=0.0094)
        Contains Features: X735, X734, X738, X739
        Weights: ['0.404', '0.218', '0.072', '0.306']
    Group 94: X611 (IC=0.0149)
        Contains Features: X611, X605, X608
        Weights: ['0.338', '0.326', '0.336']
    Group 95: X235 (IC=0.0118)
        Contains Features: X235, X242, X482, X489
        Weights: ['0.315', '0.285', '0.201', '0.199']
    Group 96: X700 (IC=0.0096)
        Contains Features: X700, X692, X696
        Weights: ['0.519', '0.179', '0.303']
    Group 97: X546 (IC=0.0123)
        Contains Features: X546, X534, X552
        Weights: ['0.403', '0.388', '0.209']
    Group 98: X569 (IC=0.0131)
        Contains Features: X569, X575, X581, X587
        Weights: ['0.275', '0.255', '0.239', '0.230']
    Group 99: X427 (IC=0.0109)
        Contains Features: X427, X415, X421
        Weights: ['0.421', '0.253', '0.326']
    Group 100: X60 (IC=0.0112)
        Contains Features: X60, X66
        Weights: ['0.594', '0.406']
    Group 101: X110 (IC=0.0113)
        Contains Features: X110, X62, X68, X74, X80, X104, X116, X122, X146, X152, X158, X164, X309, X315, X321, X351, X357, X363, X393, X399, X405
        Weights: ['0.056', '0.054', '0.056', '0.051', '0.034', '0.054', '0.051', '0.034', '0.054', '0.056', '0.051', '0.034', '0.052', '0.048', '0.039', '0.052', '0.048', '0.039', '0.052', '0.048', '0.039']
    Group 102: X91 (IC=0.0085)
        Contains Features: X91, X97
        Weights: ['0.777', '0.223']
    Group 103: X262 (IC=0.0092)
        Contains Features: X262, X256, X260, X261, X263
        Weights: ['0.288', '0.017', '0.148', '0.278', '0.269']
    Group 104: X780 (IC=0.0061)
        Contains Features: X780, X778, X779
        Weights: ['0.714', '0.041', '0.245']
    Group 105: X350 (IC=0.0108)
        Contains Features: X350, X392
        Weights: ['0.602', '0.398']
    Group 106: X664 (IC=0.0103)
        Contains Features: X664, X660, X668, X672
        Weights: ['0.306', '0.264', '0.272', '0.158']
    Group 107: X602 (IC=0.0099)
        Contains Features: X602, X596, X599
        Weights: ['0.425', '0.250', '0.325']
    Group 108: X483 (IC=0.0120)
        Contains Features: X483, X490
        Weights: ['0.514', '0.486']
    Group 109: X155 (IC=0.0094)
        Contains Features: X155, X107, X149
        Weights: ['0.430', '0.342', '0.228']
    Group 110: X553 (IC=0.0080)
        Contains Features: X553, X535, X547, X550, X556, X559, X565
        Weights: ['0.212', '0.142', '0.158', '0.107', '0.154', '0.104', '0.122']
    Group 111: X527 (IC=0.0087)
        Contains Features: X527, X509, X515
        Weights: ['0.449', '0.286', '0.265']
    Group 112: X353 (IC=0.0085)
        Contains Features: X353, X311, X317, X347, X359, X365, X395, X401
        Weights: ['0.172', '0.152', '0.157', '0.149', '0.165', '0.121', '0.048', '0.037']
    Group 113: X102 (IC=0.0104)
        Contains Features: X102, X108
        Weights: ['0.558', '0.442']
    Group 114: X460 (IC=0.0047)
        Contains Features: X460, X439, X461, X467
        Weights: ['0.616', '0.037', '0.316', '0.032']
    Group 115: X345 (IC=0.0068)
        Contains Features: X345, X92, X98, X134, X140, X176, X182, X333, X339, X375, X381, X387, X417, X423, X429
        Weights: ['0.111', '0.053', '0.099', '0.053', '0.099', '0.053', '0.099', '0.010', '0.059', '0.010', '0.059', '0.111', '0.010', '0.059', '0.111']
    Group 116: X90 (IC=0.0074)
        Contains Features: X90, X78, X84, X96
        Weights: ['0.384', '0.032', '0.289', '0.295']
    Group 117: X76 (IC=0.0090)
        Contains Features: X76, X64, X70, X112, X160
        Weights: ['0.254', '0.230', '0.231', '0.138', '0.148']
    Group 118: X555 (IC=0.0096)
        Contains Features: X555, X567
        Weights: ['0.588', '0.412']
    Group 119: X257 (IC=0.0092)
        Contains Features: X257, X258
        Weights: ['0.610', '0.390']
    Group 120: X493 (IC=0.0112)
        Contains Features: X493, X486
        Weights: ['0.504', '0.496']
    Group 121: sell_qty (IC=0.0085)
        Contains Features: sell_qty, buy_qty, volume
        Weights: ['0.436', '0.219', '0.344']
    Group 122: X566 (IC=0.0096)
        Contains Features: X566, X548, X554
        Weights: ['0.386', '0.322', '0.291']
    Group 123: X326 (IC=0.0094)
        Contains Features: X326, X314, X320, X332
        Weights: ['0.293', '0.196', '0.251', '0.260']
    Group 124: X174 (IC=0.0079)
        Contains Features: X174, X180
        Weights: ['0.673', '0.327']
    Group 125: X639 (IC=0.0091)
        Contains Features: X639, X634, X635, X638, X642, X643
        Weights: ['0.194', '0.143', '0.163', '0.174', '0.151', '0.174']
    Group 126: X743 (IC=0.0044)
        Contains Features: X743, X214, X620, X621
        Weights: ['0.542', '0.130', '0.024', '0.305']
    Group 127: X616 (IC=0.0060)
        Contains Features: X616, X617, X618, X619
        Weights: ['0.394', '0.317', '0.212', '0.078']
    Group 128: X448 (IC=0.0057)
        Contains Features: X448, X440, X441, X447, X454, X455, X468, X475
        Weights: ['0.204', '0.116', '0.186', '0.151', '0.114', '0.154', '0.074', '0.001']
    Group 129: X604 (IC=0.0071)
        Contains Features: X604, X598, X601
        Weights: ['0.439', '0.222', '0.339']
    Group 130: X585 (IC=0.0065)
        Contains Features: X585, X561, X573
        Weights: ['0.474', '0.188', '0.338']
    Group 131: X344 (IC=0.0085)
        Contains Features: X344, X338
        Weights: ['0.536', '0.464']
    Group 132: X402 (IC=0.0066)
        Contains Features: X402, X396
        Weights: ['0.671', '0.329']
    Group 133: X323 (IC=0.0048)
        Contains Features: X323, X329
        Weights: ['0.904', '0.096']
    Group 134: X248 (IC=0.0079)
        Contains Features: X248, X253, X254, X255
        Weights: ['0.274', '0.216', '0.260', '0.251']
    Group 135: X699 (IC=0.0059)
        Contains Features: X699, X691, X694, X695, X698, X702, X703
        Weights: ['0.207', '0.094', '0.134', '0.173', '0.158', '0.118', '0.116']
    Group 136: X583 (IC=0.0042)
        Contains Features: X583, X571, X577, X589
        Weights: ['0.494', '0.019', '0.123', '0.364']
    Group 137: X192 (IC=0.0058)
        Contains Features: X192, X193, X199, X200, X206, X220, X227
        Weights: ['0.205', '0.070', '0.193', '0.073', '0.196', '0.085', '0.178']
    Group 138: X536 (IC=0.0069)
        Contains Features: X536, X524, X530, X542
        Weights: ['0.297', '0.218', '0.205', '0.279']
    Group 139: X716 (IC=0.0072)
        Contains Features: X716, X720
        Weights: ['0.554', '0.446']
    Group 140: X249 (IC=0.0042)
        Contains Features: X249, X250, X251
        Weights: ['0.623', '0.223', '0.154']
    Group 141: X148 (IC=0.0063)
        Contains Features: X148, X106, X142, X154
        Weights: ['0.300', '0.233', '0.167', '0.299']
    Group 142: X58 (IC=0.0055)
        Contains Features: X58, X100
        Weights: ['0.690', '0.310']
    Group 143: X650 (IC=0.0038)
        Contains Features: X650, X646, X647, X651, X654, X655
        Weights: ['0.320', '0.156', '0.006', '0.110', '0.313', '0.095']
    Group 144: X594 (IC=0.0049)
        Contains Features: X594, X597
        Weights: ['0.664', '0.336']
    Group 145: X114 (IC=0.0037)
        Contains Features: X114, X120, X126
        Weights: ['0.588', '0.244', '0.168']
    Group 146: order_flow_imbalance (IC=0.0060)
        Contains Features: order_flow_imbalance, selling_pressure
        Weights: ['0.504', '0.496']
    Group 147: X229 (IC=0.0038)
        Contains Features: X229, X228
        Weights: ['0.783', '0.217']
    Group 148: X1 (IC=0.0029)
        Contains Features: X1, X5, X6, X7, X8
        Weights: ['0.411', '0.071', '0.106', '0.177', '0.235']
    Group 149: X538 (IC=0.0050)
        Contains Features: X538, X526
        Weights: ['0.597', '0.403']
    Group 150: X409 (IC=0.0045)
        Contains Features: X409, X397, X403
        Weights: ['0.440', '0.283', '0.277']
    Group 151: X194 (IC=0.0045)
        Contains Features: X194, X201, X207, X208, X221
        Weights: ['0.256', '0.242', '0.159', '0.191', '0.152']
    Group 152: X631 (IC=0.0054)
        Contains Features: X631, X630
        Weights: ['0.535', '0.465']
    Group 153: X327 (IC=0.0025)
        Contains Features: X327, X86, X128, X170, X369, X411
        Weights: ['0.325', '0.008', '0.008', '0.008', '0.325', '0.325']
    Group 154: X724 (IC=0.0033)
        Contains Features: X724, X728
        Weights: ['0.750', '0.250']
    Group 155: X234 (IC=0.0040)
        Contains Features: X234, X241, X481, X488
        Weights: ['0.297', '0.252', '0.237', '0.214']
    Group 156: X517 (IC=0.0042)
        Contains Features: X517, X511
        Weights: ['0.523', '0.477']
    Group 157: X603 (IC=0.0031)
        Contains Features: X603, X600
        Weights: ['0.706', '0.294']
    Group 158: X413 (IC=0.0017)
        Contains Features: X413, X371, X377, X407, X419, X425
        Weights: ['0.386', '0.025', '0.161', '0.003', '0.210', '0.216']
    Group 159: X520 (IC=0.0037)
        Contains Features: X520, X514
        Weights: ['0.520', '0.480']
    Group 160: X706 (IC=0.0016)
        Contains Features: X706, X707, X710, X711
        Weights: ['0.510', '0.373', '0.062', '0.055']
    Group 161: X138 (IC=0.0019)
        Contains Features: X138, X132
        Weights: ['0.830', '0.170']
    Group 162: X446 (IC=0.0022)
        Contains Features: X446, X453, X474
        Weights: ['0.457', '0.320', '0.223']
    Group 163: X690 (IC=0.0014)
        Contains Features: X690, X686, X687
        Weights: ['0.733', '0.121', '0.145']
    Group 164: X512 (IC=0.0026)
        Contains Features: X512, X518
        Weights: ['0.542', '0.458']
    Group 165: X775 (IC=0.0017)
        Contains Features: X775, X774, X776, X777
        Weights: ['0.371', '0.334', '0.242', '0.053']
    Group 166: X773 (IC=0.0019)
        Contains Features: X773, X772
        Weights: ['0.503', '0.497']
    Group 167: X335 (IC=0.0007)
        Contains Features: X335, X341, X383
        Weights: ['0.452', '0.231', '0.318']
    Group 168: X562 (IC=0.0005)
        Contains Features: X562, X568
        Weights: ['0.847', '0.153']