P2SAMAPA commited on
Commit
854bed3
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1 Parent(s): 7b6a444

[auto] DQN weights + data — option b start_year=

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233
- 1.2736,
234
- 1.298,
235
- 1.3043,
236
- 1.3008,
237
- 1.3005,
238
  1.2804,
239
- 1.2813,
240
- 1.2834,
241
- 1.2899,
242
- 1.2865,
243
- 1.2958,
244
- 1.2825,
245
- 1.2919,
246
- 1.3028,
247
- 1.2955,
248
- 1.2893,
249
- 1.29,
250
- 1.2787,
251
- 1.2877,
252
- 1.2805,
253
- 1.2637,
254
- 1.2748,
255
- 1.2727,
256
- 1.2711,
257
- 1.2518,
258
- 1.2448,
259
- 1.2574,
260
- 1.2607,
261
- 1.2431,
262
- 1.2401,
263
- 1.2223,
264
- 1.2351,
265
- 1.231,
266
- 1.2378,
267
- 1.2157,
268
- 1.195,
269
- 1.191,
270
- 1.2256,
271
- 1.2349,
272
- 1.236,
273
- 1.2418,
274
- 1.2424,
275
- 1.274,
276
- 1.2814,
277
- 1.2805,
278
- 1.293,
279
- 1.3088,
280
- 1.3191,
281
- 1.3223,
282
- 1.3383,
283
- 1.3357,
284
- 1.3269,
285
- 1.3403,
286
- 1.3351,
287
- 1.3455,
288
- 1.3478,
289
- 1.3412,
290
- 1.341,
291
- 1.3544,
292
- 1.3581,
293
  1.3532,
294
- 1.364,
295
- 1.383,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
296
  1.3787,
297
- 1.3901,
298
- 1.3933,
299
- 1.3912,
300
- 1.399,
301
- 1.41,
302
- 1.393,
303
- 1.3921,
304
- 1.3828,
305
- 1.397,
306
- 1.3997,
307
- 1.4052
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
  ],
309
  "AGG": [
310
  1.0,
311
- 1.0009,
312
- 0.9882,
313
- 0.9831,
314
- 0.9853,
315
- 0.9776,
316
- 0.9766,
 
 
 
 
 
317
  0.9823,
318
- 0.9843,
319
- 0.9874,
320
- 0.9849,
321
- 0.979,
322
- 0.9808,
323
- 0.9832,
324
- 0.9886,
325
- 0.9923,
326
- 0.995,
327
- 0.9974,
328
  0.9965,
329
- 0.9938,
330
- 0.9889,
331
- 0.9872,
332
- 0.9896,
333
- 0.9911,
334
- 0.986,
335
- 0.987,
336
- 0.9837,
337
- 0.9827,
338
- 0.9798,
339
- 0.9854,
340
- 0.986,
341
- 0.9857,
342
- 0.984,
343
- 0.9775,
344
- 0.9803,
345
- 0.9817,
346
- 0.9862,
347
- 0.9844,
348
  0.988,
349
- 0.9904,
350
- 0.9878,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
351
  0.9871,
352
- 0.993,
353
- 0.9905,
354
- 0.9854,
355
- 0.9866,
356
- 0.9888,
357
- 0.9922,
358
- 0.9958,
359
- 0.9923,
360
- 0.9903,
361
- 0.9933,
362
- 0.994,
363
  0.9949,
364
- 0.9969,
365
- 1.001,
366
- 1.0009,
367
- 1.0036,
368
- 1.0008,
369
- 1.0048,
370
- 1.0039,
 
371
  1.0027,
372
- 1.0007,
373
- 0.9971,
374
- 0.9967,
375
- 1.0009,
376
- 1.0006,
377
- 0.9964,
378
- 0.9963,
379
- 0.9934,
380
- 0.9948,
381
- 0.9952,
382
- 0.997,
383
  0.9998,
384
- 1.0017,
385
- 0.9994,
 
 
 
 
 
 
 
 
386
  0.9988,
387
- 1.0005,
388
- 0.9991,
389
- 1.0045,
390
- 1.0017,
391
- 1.0022,
392
- 1.0109,
393
- 1.0117,
394
- 1.012,
395
- 1.0116,
396
  1.0108,
397
- 1.0088,
398
- 1.0095,
399
- 1.0095,
400
- 1.0132,
401
- 1.0103,
402
- 1.0088,
403
- 1.0077,
404
- 1.0096,
405
- 1.0102,
406
  1.0079,
407
- 1.0135,
408
- 1.012,
 
 
 
 
 
 
 
409
  1.0132,
 
410
  1.0142,
411
- 1.0154,
412
- 1.0141,
413
- 1.0114,
414
- 1.0151,
415
- 1.0192,
416
- 1.024,
417
- 1.0275,
418
- 1.0254,
419
- 1.0275,
420
- 1.0294,
421
  1.0285,
422
- 1.0303,
423
- 1.0307,
424
- 1.0288,
425
- 1.026,
426
- 1.026,
427
- 1.0247,
428
- 1.0264,
429
- 1.0244,
430
- 1.023,
431
- 1.0237,
432
- 1.0257,
433
- 1.0255,
434
- 1.0282,
435
  1.0293,
436
- 1.0282,
437
- 1.0259,
438
- 1.0277,
439
- 1.0278,
440
- 1.0265,
441
- 1.0307,
442
- 1.0327,
443
- 1.0343,
444
- 1.0339,
445
- 1.0376,
446
- 1.0362,
447
- 1.0379,
448
- 1.0389,
449
- 1.0388,
 
 
 
 
 
 
 
 
 
 
450
  1.037,
451
  1.038,
452
- 1.0387,
453
- 1.0394,
454
- 1.0344,
455
- 1.0325,
456
- 1.0319,
457
- 1.0306,
458
- 1.0311,
459
- 1.0283,
460
- 1.0321,
461
- 1.0317,
462
- 1.0313,
463
- 1.0344,
464
- 1.034,
465
  1.0309,
466
  1.0297,
467
- 1.0299,
468
- 1.0305,
469
- 1.0305,
470
- 1.0317,
471
- 1.0342,
472
- 1.0363,
473
- 1.0379,
474
- 1.0396,
475
- 1.0381,
476
- 1.0336,
477
- 1.035,
478
- 1.0369,
479
- 1.0345,
480
  1.0333,
481
- 1.0317,
482
- 1.0307,
 
 
 
483
  1.034,
484
- 1.0342,
485
- 1.031,
486
- 1.0321,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
487
  1.034,
488
- 1.0337,
489
- 1.0363,
490
- 1.0348,
491
- 1.0344,
492
- 1.0344,
493
- 1.0367,
494
- 1.0369,
495
- 1.0381,
496
- 1.0377,
497
- 1.0352,
498
  1.0349,
499
- 1.0369,
500
- 1.0367,
501
- 1.0377,
502
- 1.0358,
503
- 1.0381,
504
- 1.0376,
505
- 1.0385,
506
- 1.0401,
507
- 1.0387,
508
- 1.037,
509
- 1.033,
510
- 1.0365,
511
  1.0367,
512
  1.0376,
513
- 1.0392,
514
- 1.0384,
515
- 1.038,
516
- 1.038,
517
  1.0378,
518
- 1.0366,
 
 
 
519
  1.0367,
520
- 1.0361,
 
 
 
 
 
 
 
 
 
521
  1.0406,
 
522
  1.0412,
523
- 1.0415,
524
- 1.0445,
525
- 1.0421,
526
- 1.0468,
527
- 1.0501,
528
- 1.0502,
529
- 1.0488,
530
- 1.049,
531
  1.0492,
532
- 1.0513,
533
- 1.0512,
534
- 1.0506,
535
- 1.0523,
536
- 1.0544,
537
  1.0502,
538
- 1.049,
539
- 1.0486,
540
- 1.0456,
541
- 1.0443,
 
542
  1.0477,
543
- 1.0442,
544
- 1.0395,
545
- 1.0357,
546
- 1.0348,
547
- 1.0389,
548
- 1.041,
549
- 1.0366,
550
- 1.0378,
551
- 1.0291,
552
- 1.033,
553
- 1.0301,
554
- 1.0338,
555
- 1.028,
556
- 1.0279,
557
- 1.0331,
558
- 1.0355,
559
- 1.0362,
560
  1.0386,
561
- 1.0367,
562
- 1.0379,
563
- 1.0407,
564
- 1.0413,
565
- 1.0395,
566
- 1.0416,
567
- 1.0443,
568
- 1.0427,
569
- 1.0412,
570
- 1.0451,
571
- 1.045,
572
- 1.0411,
573
- 1.0426,
574
- 1.0409,
575
- 1.0423,
576
- 1.0408,
577
- 1.0404,
578
  1.0358,
579
- 1.0372,
 
 
580
  1.0386,
581
- 1.0353,
582
- 1.0372,
 
 
 
 
 
583
  1.0416,
584
- 1.0391,
585
- 1.0415,
586
- 1.0388,
587
- 1.0357,
588
- 1.0362,
589
- 1.0359,
590
- 1.0293,
591
- 1.0292,
592
- 1.0252,
593
- 1.0314,
594
- 1.0327,
595
- 1.0338
 
 
 
 
 
 
 
 
 
 
 
596
  ]
597
  },
598
  "test_dates": [
599
- "2025-04-02",
600
  "2025-04-03",
601
  "2025-04-04",
602
  "2025-04-07",
@@ -882,313 +881,381 @@
882
  "2026-05-19",
883
  "2026-05-20",
884
  "2026-05-21",
885
- "2026-05-22"
 
886
  ],
887
  "allocation_pct": {
888
- "XLE": 0.4532,
889
- "XLF": 0.1985,
890
- "GDX": 0.1685,
891
- "XLRE": 0.0599,
892
- "XLU": 0.0262,
893
- "XLB": 0.0262,
894
- "SPY": 0.0187,
895
- "IWF": 0.015,
896
- "XLV": 0.0112,
897
- "XLP": 0.0075,
898
- "XSD": 0.0075,
899
- "XLK": 0.0037,
900
- "XLY": 0.0037
 
 
901
  },
902
  "equity_curve": [
903
- 1.0027,
904
- 1.0174,
905
- 0.999,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
906
  0.9993,
907
- 0.9996,
908
- 1.0128,
909
- 1.023,
910
- 1.0496,
911
- 1.0644,
912
- 1.058,
913
- 1.0624,
914
- 1.0608,
915
- 1.0604,
916
- 1.0546,
917
- 1.033,
918
- 1.0266,
919
- 1.0548,
920
- 1.0389,
921
- 1.051,
922
- 1.0495,
923
  1.0573,
924
- 1.1224,
925
- 1.1082,
926
- 1.1107,
927
- 1.1094,
928
- 1.0775,
929
- 1.0882,
930
- 1.0883,
931
- 1.0871,
932
- 1.0871,
933
- 1.0649,
934
- 1.077,
 
 
 
 
935
  1.0709,
936
- 1.0704,
937
- 1.0734,
938
- 1.0869,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
939
  1.1032,
940
- 1.0996,
941
- 1.1077,
942
- 1.1109,
943
- 1.1201,
944
- 1.1276,
945
- 1.147,
946
- 1.1483,
947
- 1.1372,
948
- 1.1678,
949
- 1.1619,
950
- 1.1707,
951
- 1.1664,
952
- 1.17,
953
- 1.1727,
954
- 1.1768,
955
- 1.1828,
956
- 1.1823,
957
- 1.1789,
958
- 1.1855,
959
- 1.1949,
960
- 1.1942,
961
- 1.2026,
962
- 1.1708,
963
- 1.1855,
964
- 1.1528,
965
- 1.1497,
966
- 1.1677,
967
- 1.1872,
968
- 1.1746,
969
- 1.1641,
970
- 1.1768,
971
- 1.1861,
972
- 1.1873,
973
- 1.1955,
974
- 1.2081,
975
- 1.207,
976
- 1.207,
977
- 1.1998,
978
- 1.2002,
979
- 1.2102,
980
- 1.2185,
981
- 1.2374,
982
- 1.2394,
983
- 1.2375,
984
- 1.2513,
985
- 1.2609,
986
- 1.2678,
987
- 1.2696,
988
- 1.2411,
989
- 1.2494,
990
- 1.2253,
991
- 1.225,
992
- 1.2303,
993
- 1.2505,
994
- 1.2697,
995
- 1.2643,
996
- 1.2615,
997
- 1.2587,
998
- 1.2709,
999
- 1.2657,
1000
- 1.2489,
1001
- 1.2475,
1002
- 1.2689,
1003
- 1.2855,
1004
- 1.2782,
1005
- 1.2887,
1006
- 1.2651,
1007
- 1.2516,
1008
- 1.2516,
1009
- 1.239,
1010
- 1.2456,
1011
- 1.2518,
1012
- 1.2537,
1013
- 1.2464,
1014
- 1.2295,
1015
- 1.1939,
1016
- 1.2101,
1017
- 1.21,
1018
- 1.2246,
1019
- 1.2113,
1020
- 1.2071,
1021
- 1.2309,
1022
- 1.2283,
1023
- 1.2325,
1024
- 1.2314,
1025
- 1.2357,
1026
- 1.2396,
1027
- 1.2317,
1028
- 1.2108,
1029
- 1.214,
1030
- 1.2134,
1031
- 1.2113,
1032
- 1.2146,
1033
- 1.2143,
1034
- 1.2071,
1035
- 1.2216,
1036
- 1.2332,
1037
- 1.246,
1038
- 1.2548,
1039
- 1.2465,
1040
- 1.2309,
1041
- 1.2072,
1042
- 1.2168,
1043
- 1.201,
1044
- 1.1621,
1045
- 1.1838,
1046
- 1.1689,
1047
- 1.1852,
1048
- 1.1892,
1049
- 1.1949,
1050
- 1.1878,
1051
- 1.1705,
1052
- 1.1912,
1053
- 1.1963,
1054
- 1.1914,
1055
- 1.1784,
1056
- 1.1857,
1057
- 1.1981,
1058
- 1.1924,
1059
- 1.1807,
1060
- 1.1724,
1061
- 1.1366,
1062
- 1.1618,
1063
- 1.1449,
1064
- 1.1449,
1065
- 1.1568,
1066
- 1.1644,
1067
  1.161,
1068
- 1.1565,
1069
- 1.1675,
1070
- 1.1764,
1071
- 1.1607,
1072
- 1.1602,
1073
- 1.1905,
1074
- 1.1588,
1075
- 1.1459,
1076
- 1.1507,
1077
- 1.1525,
1078
- 1.1444,
1079
- 1.1607,
1080
- 1.1868,
1081
- 1.1757,
1082
- 1.1777,
1083
- 1.1755,
1084
- 1.2039,
1085
- 1.2078,
1086
- 1.19,
1087
- 1.1976,
1088
- 1.1884,
1089
- 1.1882,
1090
- 1.2008,
1091
  1.1983,
1092
- 1.197,
1093
- 1.2345,
 
 
1094
  1.2622,
1095
- 1.2474,
1096
- 1.2723,
1097
- 1.3428,
1098
- 1.3444,
1099
- 1.383,
1100
- 1.2827,
1101
- 1.3566,
1102
- 1.3084,
1103
- 1.3385,
1104
- 1.3605,
1105
- 1.3517,
1106
- 1.3584,
1107
- 1.362,
1108
- 1.3845,
1109
- 1.3891,
1110
- 1.4115,
1111
- 1.4054,
1112
- 1.2824,
1113
- 1.2902,
1114
- 1.2955,
1115
- 1.2776,
1116
- 1.279,
1117
- 1.274,
1118
- 1.2575,
1119
- 1.2495,
1120
- 1.2528,
1121
- 1.2626,
1122
- 1.2667,
1123
- 1.2637,
1124
- 1.2839,
1125
- 1.2828,
1126
- 1.2981,
1127
- 1.3245,
1128
- 1.3186,
1129
- 1.3393,
1130
- 1.3619,
1131
- 1.3488,
1132
- 1.3336,
1133
- 1.2837,
1134
  1.2996,
1135
- 1.3129,
1136
- 1.3222,
1137
- 1.2758,
1138
- 1.26,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1139
  1.2514,
1140
- 1.2552,
1141
- 1.2297,
1142
- 1.2255,
1143
- 1.2435,
1144
- 1.2092,
1145
- 1.2103,
1146
- 1.2279,
1147
- 1.2426,
1148
- 1.2523,
1149
- 1.2499,
1150
- 1.2477,
1151
- 1.2404,
1152
- 1.2408,
1153
- 1.2458,
1154
- 1.2408,
1155
- 1.2327,
1156
- 1.2337,
1157
- 1.3291,
1158
- 1.3187,
1159
- 1.36,
1160
- 1.4033,
1161
- 1.3966,
1162
- 1.3836,
1163
- 1.3508,
1164
- 1.3444,
1165
- 1.3613,
1166
- 1.3508,
1167
- 1.3647,
1168
- 1.3652,
1169
- 1.3707
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1170
  ],
1171
  "allocations": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1172
  "XLE",
1173
  "XLE",
1174
  "XLE",
1175
  "XLE",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1176
  "XLE",
1177
  "XLE",
1178
  "XLE",
1179
  "XLE",
 
1180
  "XLE",
1181
- "XLE",
1182
- "XLE",
1183
- "XLE",
1184
- "XLF",
1185
- "XLF",
1186
- "XLF",
1187
- "GDX",
1188
- "GDX",
1189
- "GDX",
1190
- "GDX",
1191
- "GDX",
1192
  "GDX",
1193
  "GDX",
1194
  "GDX",
@@ -1196,232 +1263,172 @@
1196
  "GDX",
1197
  "GDX",
1198
  "GDX",
1199
- "XLF",
1200
- "XLF",
1201
- "XLF",
1202
- "XLF",
1203
- "XLF",
1204
- "XLF",
1205
- "XLF",
1206
- "XLF",
1207
- "XLF",
1208
- "XLF",
1209
- "XLF",
1210
- "XLF",
1211
- "XLF",
1212
- "XLF",
 
 
 
 
 
 
 
 
 
 
 
 
1213
  "XLE",
1214
  "XLE",
 
1215
  "XLE",
1216
  "XLE",
1217
  "XLE",
 
 
 
 
 
1218
  "XLE",
 
 
 
 
 
 
 
 
 
1219
  "XLE",
1220
- "IWF",
1221
- "IWF",
1222
- "IWF",
1223
- "IWF",
1224
- "SPY",
1225
- "XLF",
1226
- "XLF",
1227
- "XLF",
1228
- "XLF",
1229
- "XLF",
1230
- "XLF",
1231
  "GDX",
1232
  "GDX",
1233
  "GDX",
1234
  "GDX",
1235
  "GDX",
1236
- "XLU",
1237
- "XLU",
1238
- "XLU",
1239
- "XLU",
1240
- "XLV",
1241
- "XLV",
1242
- "XLV",
1243
- "XLE",
1244
- "XLE",
1245
- "XLE",
1246
- "XLE",
1247
- "XLE",
1248
- "XLE",
1249
- "XLE",
1250
- "XLF",
1251
- "XLE",
1252
- "XLE",
1253
- "XLE",
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- "XLE",
1255
- "XLE",
1256
- "XLE",
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- "XLE",
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- "XLE",
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- "XLE",
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- "XLF",
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- "XLF",
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- "XLF",
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- "XLF",
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- "XLF",
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- "XLF",
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- "XLE",
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- "XLE",
1270
- "XLE",
1271
- "XLE",
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- "XLE",
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- "SPY",
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- "XLE",
1275
- "XLE",
1276
- "XLE",
1277
- "XLE",
1278
- "XLE",
1279
- "XLE",
1280
- "XLE",
1281
- "XLE",
1282
- "XLE",
1283
- "XLE",
1284
- "XLE",
1285
- "XLE",
1286
- "XLE",
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- "XLU",
1288
- "XLU",
1289
  "XLU",
1290
  "GDX",
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- "XLF",
1292
- "XLRE",
1293
- "XLRE",
1294
- "XLRE",
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- "XLF",
1296
- "XLF",
1297
- "XLF",
1298
- "XLF",
1299
- "XLRE",
1300
- "XLRE",
1301
- "XLRE",
1302
- "XLRE",
1303
- "XLB",
1304
- "XLB",
1305
- "XLB",
1306
- "XLB",
1307
- "XLB",
1308
- "XLB",
1309
  "GDX",
1310
- "XLE",
1311
- "XLE",
1312
- "XLE",
1313
- "XLK",
1314
- "XLY",
1315
- "XLP",
1316
- "XLB",
1317
- "XLRE",
1318
- "XLRE",
1319
  "GDX",
1320
  "GDX",
1321
- "XLE",
1322
- "XLE",
1323
- "XLE",
1324
- "XLE",
1325
- "XLE",
1326
- "XLE",
1327
- "XLE",
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- "XLE",
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- "XLE",
1330
- "XLE",
1331
- "XLE",
1332
- "XLE",
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- "XLE",
1334
- "XLE",
1335
- "XLE",
1336
- "XLE",
1337
- "XLE",
1338
- "XLE",
1339
- "XLE",
1340
  "GDX",
1341
  "GDX",
1342
- "XLE",
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- "XLE",
1344
- "XLE",
1345
- "XLF",
1346
- "XLE",
1347
- "XLE",
1348
- "XLE",
1349
- "XLE",
1350
- "XLE",
1351
- "XLE",
1352
- "XLE",
1353
- "XLE",
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- "XLE",
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- "XLF",
1356
- "XLF",
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- "XLF",
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- "XLF",
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- "XLF",
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- "XLF",
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  "GDX",
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- "XLE",
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- "XLE",
1364
- "XLE",
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- "XLE",
1366
  "GDX",
1367
  "GDX",
1368
  "GDX",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1369
  "GDX",
1370
  "GDX",
 
 
 
 
 
 
 
1371
  "GDX",
1372
  "GDX",
1373
  "GDX",
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- "XLE",
1375
- "XLE",
1376
  "GDX",
1377
- "XLF",
1378
- "XLRE",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1379
  "GDX",
1380
  "GDX",
 
1381
  "GDX",
1382
  "GDX",
1383
- "XLE",
1384
- "XLF",
1385
- "XLRE",
 
 
1386
  "XLP",
1387
  "XLRE",
1388
  "XLRE",
1389
  "XLRE",
1390
  "XLRE",
1391
- "XLRE",
1392
- "XLE",
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- "XLE",
1394
- "XLE",
1395
- "XLE",
1396
- "XLE",
1397
- "XLE",
1398
- "XLE",
1399
- "XLE",
1400
- "XLE",
1401
- "XLE",
1402
- "XLE",
1403
  "XSD",
1404
  "XSD",
 
 
 
 
1405
  "XLE",
1406
  "XLE",
1407
  "XLE",
1408
- "XLE",
1409
- "XLE",
1410
- "XLE",
1411
- "XLE",
1412
- "XLE",
1413
- "XLE",
1414
- "XLE",
1415
- "XLE",
1416
- "XLE",
1417
- "XLE",
1418
- "XLE",
1419
- "XLE",
1420
- "SPY",
1421
- "XLF",
1422
- "XLF",
1423
- "XLF",
1424
- "XLF",
1425
  "GDX",
1426
  "GDX",
1427
  "GDX",
@@ -1430,17 +1437,12 @@
1430
  "GDX",
1431
  "GDX",
1432
  "GDX",
1433
- "XLF",
1434
- "XLF",
1435
- "SPY",
1436
- "SPY",
1437
- "XLF",
1438
- "XLF"
1439
  ],
1440
  "fee_bps": 10,
1441
  "tsl_pct": 10.0,
1442
  "z_reentry": 1.1,
1443
- "final_signal": "XLF",
1444
- "conviction": "High",
1445
- "z_score": 1.9759
1446
  }
 
1
  {
2
  "option": "b",
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  "start_year": 2015,
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+ "evaluated_at": "2026-05-27T10:22:40.268358",
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  "n_test_days": 267,
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+ "final_equity": 1.274,
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  "benchmark_ann": {
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465
+ 1.0287,
466
+ 1.0289,
467
+ 1.0296,
468
+ 1.0296,
469
+ 1.0308,
470
  1.0333,
471
+ 1.0353,
472
+ 1.037,
473
+ 1.0386,
474
+ 1.0372,
475
+ 1.0327,
476
  1.034,
477
+ 1.036,
478
+ 1.0335,
479
+ 1.0324,
480
+ 1.0307,
481
+ 1.0298,
482
+ 1.0331,
483
+ 1.0333,
484
+ 1.0301,
485
+ 1.0311,
486
+ 1.0331,
487
+ 1.0328,
488
+ 1.0354,
489
+ 1.0339,
490
+ 1.0334,
491
+ 1.0334,
492
+ 1.0357,
493
+ 1.0359,
494
+ 1.0372,
495
+ 1.0368,
496
+ 1.0343,
497
  1.034,
498
+ 1.0359,
499
+ 1.0357,
500
+ 1.0368,
 
 
 
 
 
 
 
501
  1.0349,
502
+ 1.0372,
 
 
 
 
 
 
 
 
 
 
 
503
  1.0367,
504
  1.0376,
505
+ 1.0391,
 
 
 
506
  1.0378,
507
+ 1.036,
508
+ 1.0321,
509
+ 1.0355,
510
+ 1.0357,
511
  1.0367,
512
+ 1.0382,
513
+ 1.0375,
514
+ 1.0371,
515
+ 1.0371,
516
+ 1.0369,
517
+ 1.0357,
518
+ 1.0358,
519
+ 1.0352,
520
+ 1.0396,
521
+ 1.0402,
522
  1.0406,
523
+ 1.0436,
524
  1.0412,
525
+ 1.0459,
 
 
 
 
 
 
 
526
  1.0492,
527
+ 1.0493,
528
+ 1.0478,
529
+ 1.048,
530
+ 1.0482,
531
+ 1.0503,
532
  1.0502,
533
+ 1.0497,
534
+ 1.0514,
535
+ 1.0534,
536
+ 1.0492,
537
+ 1.0481,
538
  1.0477,
539
+ 1.0446,
540
+ 1.0434,
541
+ 1.0467,
542
+ 1.0433,
 
 
 
 
 
 
 
 
 
 
 
 
 
543
  1.0386,
544
+ 1.0347,
545
+ 1.0339,
546
+ 1.038,
547
+ 1.0401,
548
+ 1.0357,
549
+ 1.0368,
550
+ 1.0282,
551
+ 1.032,
552
+ 1.0292,
553
+ 1.0329,
554
+ 1.027,
555
+ 1.0269,
556
+ 1.0321,
557
+ 1.0345,
558
+ 1.0352,
559
+ 1.0376,
 
560
  1.0358,
561
+ 1.037,
562
+ 1.0397,
563
+ 1.0404,
564
  1.0386,
565
+ 1.0407,
566
+ 1.0434,
567
+ 1.0417,
568
+ 1.0403,
569
+ 1.0441,
570
+ 1.044,
571
+ 1.0401,
572
  1.0416,
573
+ 1.0399,
574
+ 1.0414,
575
+ 1.0398,
576
+ 1.0394,
577
+ 1.0348,
578
+ 1.0363,
579
+ 1.0376,
580
+ 1.0344,
581
+ 1.0363,
582
+ 1.0407,
583
+ 1.0382,
584
+ 1.0406,
585
+ 1.0379,
586
+ 1.0348,
587
+ 1.0352,
588
+ 1.0349,
589
+ 1.0284,
590
+ 1.0283,
591
+ 1.0243,
592
+ 1.0305,
593
+ 1.0318,
594
+ 1.0328,
595
+ 1.0358
596
  ]
597
  },
598
  "test_dates": [
 
599
  "2025-04-03",
600
  "2025-04-04",
601
  "2025-04-07",
 
881
  "2026-05-19",
882
  "2026-05-20",
883
  "2026-05-21",
884
+ "2026-05-22",
885
+ "2026-05-26"
886
  ],
887
  "allocation_pct": {
888
+ "GDX": 0.2135,
889
+ "XSD": 0.1573,
890
+ "XBI": 0.1011,
891
+ "XLP": 0.0974,
892
+ "XLV": 0.0936,
893
+ "QQQ": 0.0749,
894
+ "XLE": 0.0712,
895
+ "XLRE": 0.0487,
896
+ "XLY": 0.0487,
897
+ "XLU": 0.0412,
898
+ "IWO": 0.03,
899
+ "IWM": 0.0075,
900
+ "XME": 0.0075,
901
+ "XLI": 0.0037,
902
+ "IWF": 0.0037
903
  },
904
  "equity_curve": [
905
+ 1.0111,
906
+ 1.0008,
907
+ 0.9889,
908
+ 0.969,
909
+ 0.9865,
910
+ 0.9915,
911
+ 0.9925,
912
+ 0.9791,
913
+ 0.9708,
914
+ 0.9644,
915
+ 0.968,
916
+ 0.9756,
917
+ 0.9962,
918
+ 0.9708,
919
+ 0.9658,
920
+ 0.9694,
921
+ 0.9782,
922
+ 0.9715,
923
+ 0.9754,
924
+ 0.9816,
925
+ 1.0421,
926
+ 1.0289,
927
+ 1.0252,
928
  0.9993,
929
+ 1.0123,
930
+ 1.0204,
931
+ 1.0326,
932
+ 1.0245,
933
+ 1.0196,
934
+ 0.9859,
935
+ 1.0212,
936
+ 1.0057,
937
+ 1.0201,
938
+ 1.0203,
939
+ 1.0405,
940
+ 1.0591,
941
+ 1.0521,
 
 
 
942
  1.0573,
943
+ 1.0601,
944
+ 1.0678,
945
+ 1.075,
946
+ 1.0634,
947
+ 1.0635,
948
+ 1.0533,
949
+ 1.0816,
950
+ 1.0761,
951
+ 1.0838,
952
+ 1.0738,
953
+ 1.0725,
954
+ 1.0612,
955
+ 1.0638,
956
+ 1.0739,
957
+ 1.071,
958
  1.0709,
959
+ 1.0807,
960
+ 1.0987,
961
+ 1.096,
962
+ 1.0976,
963
+ 1.101,
964
+ 1.0993,
965
+ 1.1018,
966
+ 1.0914,
967
+ 1.0753,
968
+ 1.0994,
969
+ 1.0935,
970
+ 1.0994,
971
+ 1.088,
972
+ 1.0894,
973
+ 1.086,
974
+ 1.0878,
975
+ 1.0878,
976
+ 1.0921,
977
+ 1.1105,
978
+ 1.1028,
979
  1.1032,
980
+ 1.1124,
981
+ 1.12,
982
+ 1.1281,
983
+ 1.1299,
984
+ 1.1359,
985
+ 1.1352,
986
+ 1.1307,
987
+ 1.139,
988
+ 1.1269,
989
+ 1.1269,
990
+ 1.1149,
991
+ 1.1455,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
992
  1.161,
993
+ 1.1543,
994
+ 1.1828,
995
+ 1.2045,
996
+ 1.2044,
997
+ 1.1943,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
998
  1.1983,
999
+ 1.2063,
1000
+ 1.2549,
1001
+ 1.2467,
1002
+ 1.2679,
1003
  1.2622,
1004
+ 1.2526,
1005
+ 1.2447,
1006
+ 1.2456,
1007
+ 1.2374,
1008
+ 1.2494,
1009
+ 1.2526,
1010
+ 1.2882,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1011
  1.2996,
1012
+ 1.3001,
1013
+ 1.3006,
1014
+ 1.3032,
1015
+ 1.3061,
1016
+ 1.3071,
1017
+ 1.3349,
1018
+ 1.3377,
1019
+ 1.3397,
1020
+ 1.3361,
1021
+ 1.345,
1022
+ 1.3425,
1023
+ 1.3381,
1024
+ 1.3552,
1025
+ 1.3472,
1026
+ 1.3322,
1027
+ 1.3354,
1028
+ 1.3215,
1029
+ 1.289,
1030
+ 1.2987,
1031
+ 1.308,
1032
+ 1.3074,
1033
+ 1.2796,
1034
+ 1.2817,
1035
+ 1.2565,
1036
+ 1.2526,
1037
+ 1.2504,
1038
+ 1.2655,
1039
+ 1.2822,
1040
+ 1.2816,
1041
+ 1.2793,
1042
+ 1.2577,
1043
+ 1.2691,
1044
  1.2514,
1045
+ 1.1941,
1046
+ 1.2052,
1047
+ 1.2758,
1048
+ 1.2731,
1049
+ 1.3345,
1050
+ 1.362,
1051
+ 1.3553,
1052
+ 1.3355,
1053
+ 1.3265,
1054
+ 1.3319,
1055
+ 1.326,
1056
+ 1.3259,
1057
+ 1.3267,
1058
+ 1.3378,
1059
+ 1.3574,
1060
+ 1.3318,
1061
+ 1.3425,
1062
+ 1.3409,
1063
+ 1.3567,
1064
+ 1.3542,
1065
+ 1.3877,
1066
+ 1.4358,
1067
+ 1.4372,
1068
+ 1.4282,
1069
+ 1.4535,
1070
+ 1.3669,
1071
+ 1.3826,
1072
+ 1.3698,
1073
+ 1.427,
1074
+ 1.4394,
1075
+ 1.4972,
1076
+ 1.4673,
1077
+ 1.4612,
1078
+ 1.4804,
1079
+ 1.4808,
1080
+ 1.4886,
1081
+ 1.4932,
1082
+ 1.498,
1083
+ 1.5126,
1084
+ 1.4929,
1085
+ 1.5036,
1086
+ 1.4913,
1087
+ 1.4861,
1088
+ 1.4911,
1089
+ 1.5046,
1090
+ 1.5096,
1091
+ 1.5006,
1092
+ 1.4826,
1093
+ 1.4927,
1094
+ 1.4698,
1095
+ 1.4441,
1096
+ 1.4233,
1097
+ 1.4534,
1098
+ 1.5341,
1099
+ 1.5359,
1100
+ 1.58,
1101
+ 1.4653,
1102
+ 1.4601,
1103
+ 1.4811,
1104
+ 1.4926,
1105
+ 1.4872,
1106
+ 1.4628,
1107
+ 1.4773,
1108
+ 1.4711,
1109
+ 1.4757,
1110
+ 1.512,
1111
+ 1.5379,
1112
+ 1.5312,
1113
+ 1.5133,
1114
+ 1.5364,
1115
+ 1.5317,
1116
+ 1.5087,
1117
+ 1.5226,
1118
+ 1.5116,
1119
+ 1.5087,
1120
+ 1.4623,
1121
+ 1.4529,
1122
+ 1.4777,
1123
+ 1.4628,
1124
+ 1.4384,
1125
+ 1.4332,
1126
+ 1.4207,
1127
+ 1.421,
1128
+ 1.3944,
1129
+ 1.4152,
1130
+ 1.3658,
1131
+ 1.3276,
1132
+ 1.2731,
1133
+ 1.3566,
1134
+ 1.3617,
1135
+ 1.3685,
1136
+ 1.3635,
1137
+ 1.3789,
1138
+ 1.4255,
1139
+ 1.4353,
1140
+ 1.4491,
1141
+ 1.4402,
1142
+ 1.4412,
1143
+ 1.4325,
1144
+ 1.4391,
1145
+ 1.4573,
1146
+ 1.456,
1147
+ 1.4463,
1148
+ 1.4343,
1149
+ 1.4508,
1150
+ 1.4465,
1151
+ 1.4353,
1152
+ 1.3703,
1153
+ 1.4357,
1154
+ 1.5063,
1155
+ 1.5383,
1156
+ 1.5109,
1157
+ 1.5188,
1158
+ 1.4547,
1159
+ 1.4279,
1160
+ 1.4216,
1161
+ 1.4065,
1162
+ 1.3984,
1163
+ 1.3853,
1164
+ 1.3525,
1165
+ 1.2575,
1166
+ 1.2545,
1167
+ 1.2061,
1168
+ 1.2432,
1169
+ 1.2379,
1170
+ 1.2239,
1171
+ 1.274
1172
  ],
1173
  "allocations": [
1174
+ "XBI",
1175
+ "XBI",
1176
+ "IWM",
1177
+ "GDX",
1178
+ "IWM",
1179
+ "XLRE",
1180
+ "XLRE",
1181
+ "XLRE",
1182
+ "XLRE",
1183
+ "XSD",
1184
+ "XSD",
1185
+ "XBI",
1186
+ "XBI",
1187
+ "XBI",
1188
+ "XLP",
1189
+ "XLP",
1190
+ "XLP",
1191
+ "XLP",
1192
+ "XLP",
1193
+ "GDX",
1194
+ "GDX",
1195
+ "GDX",
1196
+ "XLY",
1197
+ "XLY",
1198
+ "XLY",
1199
+ "XLY",
1200
+ "XLY",
1201
+ "XLY",
1202
+ "XLY",
1203
+ "XSD",
1204
+ "XSD",
1205
+ "XSD",
1206
+ "XSD",
1207
+ "XLY",
1208
+ "XLY",
1209
+ "XBI",
1210
+ "XBI",
1211
+ "XBI",
1212
+ "XLRE",
1213
+ "XLRE",
1214
+ "XLRE",
1215
+ "XLV",
1216
  "XLE",
1217
  "XLE",
1218
  "XLE",
1219
  "XLE",
1220
+ "XLU",
1221
+ "XLV",
1222
+ "XLV",
1223
+ "XLU",
1224
+ "XLP",
1225
+ "XLP",
1226
+ "XLP",
1227
+ "XLP",
1228
+ "XLP",
1229
+ "IWO",
1230
+ "XLRE",
1231
+ "QQQ",
1232
+ "QQQ",
1233
+ "QQQ",
1234
+ "IWO",
1235
+ "IWO",
1236
+ "XSD",
1237
+ "XSD",
1238
+ "XSD",
1239
+ "XSD",
1240
+ "XBI",
1241
+ "XBI",
1242
+ "XBI",
1243
+ "XLP",
1244
+ "XLP",
1245
+ "XLV",
1246
+ "XLV",
1247
  "XLE",
1248
  "XLE",
1249
  "XLE",
1250
  "XLE",
1251
+ "XLV",
1252
  "XLE",
1253
+ "XLV",
1254
+ "XLV",
1255
+ "XLV",
1256
+ "XLV",
1257
+ "XME",
1258
+ "XME",
 
 
 
 
 
1259
  "GDX",
1260
  "GDX",
1261
  "GDX",
 
1263
  "GDX",
1264
  "GDX",
1265
  "GDX",
1266
+ "XBI",
1267
+ "XBI",
1268
+ "XSD",
1269
+ "XSD",
1270
+ "XSD",
1271
+ "XBI",
1272
+ "XSD",
1273
+ "XSD",
1274
+ "XSD",
1275
+ "XSD",
1276
+ "XSD",
1277
+ "XSD",
1278
+ "XSD",
1279
+ "XSD",
1280
+ "XBI",
1281
+ "XBI",
1282
+ "XBI",
1283
+ "XLY",
1284
+ "XLP",
1285
+ "XLP",
1286
+ "XLY",
1287
+ "XLY",
1288
+ "XLY",
1289
+ "XLV",
1290
+ "XLV",
1291
+ "XLP",
1292
  "XLE",
1293
  "XLE",
1294
+ "XLP",
1295
  "XLE",
1296
  "XLE",
1297
  "XLE",
1298
+ "XLP",
1299
+ "XBI",
1300
+ "XBI",
1301
+ "XLU",
1302
+ "QQQ",
1303
  "XLE",
1304
+ "QQQ",
1305
+ "QQQ",
1306
+ "XLRE",
1307
+ "XLP",
1308
+ "XLV",
1309
+ "XLV",
1310
+ "XLP",
1311
+ "GDX",
1312
+ "GDX",
1313
  "XLE",
 
 
 
 
 
 
 
 
 
 
 
1314
  "GDX",
1315
  "GDX",
1316
  "GDX",
1317
  "GDX",
1318
  "GDX",
1319
+ "GDX",
1320
+ "GDX",
1321
+ "GDX",
1322
+ "GDX",
1323
+ "GDX",
1324
+ "GDX",
1325
+ "IWO",
1326
+ "IWO",
1327
+ "IWO",
1328
+ "IWO",
1329
+ "IWO",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1330
  "XLU",
1331
  "GDX",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1332
  "GDX",
 
 
 
 
 
 
 
 
 
1333
  "GDX",
1334
  "GDX",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1335
  "GDX",
1336
  "GDX",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1337
  "GDX",
 
 
 
 
1338
  "GDX",
1339
  "GDX",
1340
  "GDX",
1341
+ "XLI",
1342
+ "XSD",
1343
+ "XSD",
1344
+ "XSD",
1345
+ "XSD",
1346
+ "XSD",
1347
+ "XSD",
1348
+ "XSD",
1349
+ "XSD",
1350
+ "XSD",
1351
+ "XSD",
1352
+ "XSD",
1353
+ "XSD",
1354
+ "IWF",
1355
+ "XLU",
1356
+ "XLU",
1357
+ "QQQ",
1358
+ "QQQ",
1359
+ "QQQ",
1360
+ "QQQ",
1361
+ "QQQ",
1362
+ "QQQ",
1363
+ "QQQ",
1364
+ "QQQ",
1365
+ "QQQ",
1366
+ "QQQ",
1367
+ "GDX",
1368
+ "GDX",
1369
  "GDX",
1370
  "GDX",
1371
+ "XBI",
1372
+ "XBI",
1373
+ "XBI",
1374
+ "XLV",
1375
+ "XBI",
1376
+ "XLV",
1377
+ "XLV",
1378
  "GDX",
1379
  "GDX",
1380
  "GDX",
 
 
1381
  "GDX",
1382
+ "QQQ",
1383
+ "QQQ",
1384
+ "QQQ",
1385
+ "QQQ",
1386
+ "XLV",
1387
+ "XLV",
1388
+ "XLV",
1389
+ "XBI",
1390
+ "XBI",
1391
+ "XBI",
1392
+ "XLV",
1393
+ "XLV",
1394
+ "XLV",
1395
+ "XLV",
1396
+ "XLV",
1397
+ "XBI",
1398
+ "XSD",
1399
+ "XSD",
1400
+ "XSD",
1401
+ "XSD",
1402
+ "XSD",
1403
+ "XLU",
1404
+ "XLU",
1405
+ "XLU",
1406
  "GDX",
1407
  "GDX",
1408
+ "XLU",
1409
  "GDX",
1410
  "GDX",
1411
+ "XLU",
1412
+ "XLP",
1413
+ "XLP",
1414
+ "XLP",
1415
+ "XLP",
1416
  "XLP",
1417
  "XLRE",
1418
  "XLRE",
1419
  "XLRE",
1420
  "XLRE",
 
 
 
 
 
 
 
 
 
 
 
 
1421
  "XSD",
1422
  "XSD",
1423
+ "XSD",
1424
+ "XSD",
1425
+ "GDX",
1426
+ "XLP",
1427
  "XLE",
1428
  "XLE",
1429
  "XLE",
1430
+ "XLP",
1431
+ "GDX",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1432
  "GDX",
1433
  "GDX",
1434
  "GDX",
 
1437
  "GDX",
1438
  "GDX",
1439
  "GDX",
1440
+ "GDX"
 
 
 
 
 
1441
  ],
1442
  "fee_bps": 10,
1443
  "tsl_pct": 10.0,
1444
  "z_reentry": 1.1,
1445
+ "final_signal": "GDX",
1446
+ "conviction": "Very High",
1447
+ "z_score": 2.4569
1448
  }
results/option_b/latest_prediction_b.json CHANGED
@@ -1,63 +1,63 @@
1
  {
2
  "option": "b",
3
- "as_of_date": "2026-05-26",
4
- "final_signal": "XLF",
5
- "final_confidence": 0.0765,
6
- "z_score": 2.214,
7
  "q_values": {
8
- "CASH": 0.3958,
9
- "SPY": 0.4435,
10
- "QQQ": 0.3964,
11
- "XLK": 0.4125,
12
- "XLF": 0.4584,
13
- "XLE": 0.3988,
14
- "XLV": 0.4117,
15
- "XLI": 0.3836,
16
- "XLY": 0.3681,
17
- "XLP": 0.3969,
18
- "XLU": 0.4158,
19
- "GDX": 0.4289,
20
- "XLB": 0.4251,
21
- "XLRE": 0.4098,
22
- "XME": 0.3845,
23
- "IWM": 0.3963,
24
- "IWF": 0.4373,
25
- "XSD": 0.3985,
26
- "XBI": 0.4301,
27
- "IWD": 0.3721,
28
- "IWO": 0.4112
29
  },
30
  "probabilities": {
31
- "CASH": 0.0409,
32
- "SPY": 0.0659,
33
- "QQQ": 0.0412,
34
- "XLK": 0.0483,
35
- "XLF": 0.0765,
36
- "XLE": 0.0422,
37
- "XLV": 0.048,
38
- "XLI": 0.0362,
39
- "XLY": 0.031,
40
- "XLP": 0.0414,
41
- "XLU": 0.05,
42
- "GDX": 0.057,
43
- "XLB": 0.0549,
44
- "XLRE": 0.0471,
45
- "XME": 0.0366,
46
- "IWM": 0.0411,
47
- "IWF": 0.062,
48
- "XSD": 0.042,
49
- "XBI": 0.0576,
50
- "IWD": 0.0323,
51
- "IWO": 0.0477
52
  },
53
  "tbill_rate": 3.59,
54
  "tsl_status": {
55
- "two_day_cumul_pct": 0.54,
56
  "tsl_triggered": false,
57
  "in_cash": false,
58
  "z_reentry": 1.1,
59
  "tsl_pct": 10.0
60
  },
61
  "trained_from_year": 2015,
62
- "trained_at": "2026-05-26T10:28:52.801217"
63
  }
 
1
  {
2
  "option": "b",
3
+ "as_of_date": "2026-05-27",
4
+ "final_signal": "GDX",
5
+ "final_confidence": 0.0854,
6
+ "z_score": 2.641,
7
  "q_values": {
8
+ "CASH": 1.183,
9
+ "SPY": 1.194,
10
+ "QQQ": 1.1746,
11
+ "XLK": 1.1891,
12
+ "XLF": 1.1878,
13
+ "XLE": 1.231,
14
+ "XLV": 1.1759,
15
+ "XLI": 1.1954,
16
+ "XLY": 1.2188,
17
+ "XLP": 1.2303,
18
+ "XLU": 1.2151,
19
+ "GDX": 1.2609,
20
+ "XLB": 1.1857,
21
+ "XLRE": 1.1868,
22
+ "XME": 1.2093,
23
+ "IWM": 1.1837,
24
+ "IWF": 1.1848,
25
+ "XSD": 1.1861,
26
+ "XBI": 1.2355,
27
+ "IWD": 1.1905,
28
+ "IWO": 1.171
29
  },
30
  "probabilities": {
31
+ "CASH": 0.0392,
32
+ "SPY": 0.0438,
33
+ "QQQ": 0.0361,
34
+ "XLK": 0.0417,
35
+ "XLF": 0.0411,
36
+ "XLE": 0.0634,
37
+ "XLV": 0.0365,
38
+ "XLI": 0.0444,
39
+ "XLY": 0.0561,
40
+ "XLP": 0.0629,
41
+ "XLU": 0.0541,
42
+ "GDX": 0.0854,
43
+ "XLB": 0.0403,
44
+ "XLRE": 0.0407,
45
+ "XME": 0.051,
46
+ "IWM": 0.0395,
47
+ "IWF": 0.0399,
48
+ "XSD": 0.0405,
49
+ "XBI": 0.0663,
50
+ "IWD": 0.0423,
51
+ "IWO": 0.0348
52
  },
53
  "tbill_rate": 3.59,
54
  "tsl_status": {
55
+ "two_day_cumul_pct": 2.92,
56
  "tsl_triggered": false,
57
  "in_cash": false,
58
  "z_reentry": 1.1,
59
  "tsl_pct": 10.0
60
  },
61
  "trained_from_year": 2015,
62
+ "trained_at": "2026-05-27T10:22:33.286943"
63
  }