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crpto_predictor/results/hourly_predictions_2026_01.csv
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crypto_predictor 1bd9d25f60 refactor: 清理测试文件和2019相关代码 
- 删除测试脚本: test_2026_classification.py, test_lagllama.py, test_timesfm.py, test_ttm.py
- 删除2019相关文件: analyze_2019_*, apply_2019_*, dlinear_2019_*, three_models_2019_*
- 添加集成模型相关代码和分析脚本
- 添加N-BEATS模型和CatBoost分类模型
2026-02-03 20:40:32 +08:00

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3712026-01-23 09:00:002026-01-23 04:00:00-05:002026-01-2300.45683447010-10TrueFalseTrue
3722026-01-23 10:00:002026-01-23 05:00:00-05:002026-01-2310.44759712010-10FalseFalseFalse
3732026-01-23 11:00:002026-01-23 06:00:00-05:002026-01-2310.46368843010-10FalseFalseFalse
3742026-01-23 12:00:002026-01-23 07:00:00-05:002026-01-2310.4522303010-10FalseFalseFalse
3752026-01-23 13:00:002026-01-23 08:00:00-05:002026-01-2300.527379211011FalseFalseFalse
3762026-01-23 14:00:002026-01-23 09:00:00-05:002026-01-2310.49696228010-10FalseFalseFalse
3772026-01-23 15:00:002026-01-23 10:00:00-05:002026-01-2300.512773511011FalseFalseFalse
3782026-01-23 16:00:002026-01-23 11:00:00-05:002026-01-2300.581618911011FalseFalseFalse
3792026-01-23 17:00:002026-01-23 12:00:00-05:002026-01-2300.5838311011FalseFalseFalse
3802026-01-23 18:00:002026-01-23 13:00:00-05:002026-01-2310.559127311011TrueTrueTrue
3812026-01-23 19:00:002026-01-23 14:00:00-05:002026-01-2300.585437711011FalseFalseFalse
3822026-01-23 20:00:002026-01-23 15:00:00-05:002026-01-2300.566619811011FalseFalseFalse
3832026-01-23 21:00:002026-01-23 16:00:00-05:002026-01-2300.5296519411011FalseFalseFalse
3842026-01-23 22:00:002026-01-23 17:00:00-05:002026-01-2300.548874711011FalseFalseFalse
3852026-01-23 23:00:002026-01-23 18:00:00-05:002026-01-2310.5613296611011TrueTrueTrue
3862026-01-24 00:00:002026-01-23 19:00:00-05:002026-01-2310.514950111011TrueTrueTrue
3872026-01-24 01:00:002026-01-23 20:00:00-05:002026-01-2300.506484511011FalseFalseFalse
3882026-01-24 02:00:002026-01-23 21:00:00-05:002026-01-2310.46972445010-10FalseFalseFalse
3892026-01-24 03:00:002026-01-23 22:00:00-05:002026-01-2310.47380736010-10FalseFalseFalse
3902026-01-24 04:00:002026-01-23 23:00:00-05:002026-01-2300.46636635010-10TrueFalseTrue
3912026-01-24 05:00:002026-01-24 00:00:00-05:002026-01-2400.44455072010-10TrueFalseTrue
3922026-01-24 06:00:002026-01-24 01:00:00-05:002026-01-2400.4378892010-10TrueFalseTrue
3932026-01-24 07:00:002026-01-24 02:00:00-05:002026-01-2400.49291152010-10TrueFalseTrue
3942026-01-24 08:00:002026-01-24 03:00:00-05:002026-01-2400.515345711011FalseFalseFalse
3952026-01-24 09:00:002026-01-24 04:00:00-05:002026-01-2400.5048991411011FalseFalseFalse
3962026-01-24 10:00:002026-01-24 05:00:00-05:002026-01-2410.507594411011TrueTrueTrue
3972026-01-24 11:00:002026-01-24 06:00:00-05:002026-01-2400.622950811011FalseFalseFalse
3982026-01-24 12:00:002026-01-24 07:00:00-05:002026-01-2400.585523411011FalseFalseFalse
3992026-01-24 13:00:002026-01-24 08:00:00-05:002026-01-2410.553275411011TrueTrueTrue
4002026-01-24 14:00:002026-01-24 09:00:00-05:002026-01-2410.5289959100-10TrueFalseFalse
4012026-01-24 15:00:002026-01-24 10:00:00-05:002026-01-2410.4974824500000FalseFalseFalse
4022026-01-24 16:00:002026-01-24 11:00:00-05:002026-01-2400.4643525800000TrueTrueTrue
4032026-01-24 17:00:002026-01-24 12:00:00-05:002026-01-2400.44683295010-10TrueFalseTrue
4042026-01-24 18:00:002026-01-24 13:00:00-05:002026-01-2410.45363894010-10FalseFalseFalse
4052026-01-24 19:00:002026-01-24 14:00:00-05:002026-01-2410.5047467100-10TrueFalseFalse
4062026-01-24 20:00:002026-01-24 15:00:00-05:002026-01-2410.4400062300000FalseFalseFalse
4072026-01-24 21:00:002026-01-24 16:00:00-05:002026-01-2410.481436700000FalseFalseFalse
4082026-01-24 22:00:002026-01-24 17:00:00-05:002026-01-2400.4642607300000TrueTrueTrue
4092026-01-24 23:00:002026-01-24 18:00:00-05:002026-01-2400.4499624700000TrueTrueTrue
4102026-01-25 00:00:002026-01-24 19:00:00-05:002026-01-2410.47704104010-10FalseFalseFalse
4112026-01-25 01:00:002026-01-24 20:00:00-05:002026-01-2400.52445495100-10FalseFalseTrue
4122026-01-25 02:00:002026-01-24 21:00:00-05:002026-01-2400.4987614010-10TrueFalseTrue
4132026-01-25 03:00:002026-01-24 22:00:00-05:002026-01-2410.545775711011TrueTrueTrue
4142026-01-25 04:00:002026-01-24 23:00:00-05:002026-01-2410.5209144411011TrueTrueTrue
4152026-01-25 05:00:002026-01-25 00:00:00-05:002026-01-2500.504061811011FalseFalseFalse
4162026-01-25 06:00:002026-01-25 01:00:00-05:002026-01-2500.4632134010-10TrueFalseTrue
4172026-01-25 07:00:002026-01-25 02:00:00-05:002026-01-2510.46248558010-10FalseFalseFalse
4182026-01-25 08:00:002026-01-25 03:00:00-05:002026-01-2510.48469254010-10FalseFalseFalse
4192026-01-25 09:00:002026-01-25 04:00:00-05:002026-01-2500.46292534010-10TrueFalseTrue
4202026-01-25 10:00:002026-01-25 05:00:00-05:002026-01-2500.44414967010-10TrueFalseTrue
4212026-01-25 11:00:002026-01-25 06:00:00-05:002026-01-2510.46307206010-10FalseFalseFalse
4222026-01-25 12:00:002026-01-25 07:00:00-05:002026-01-2510.4829153010-10FalseFalseFalse
4232026-01-25 13:00:002026-01-25 08:00:00-05:002026-01-2510.4569906010-10FalseFalseFalse
4242026-01-25 14:00:002026-01-25 09:00:00-05:002026-01-2510.44465676010-10FalseFalseFalse
4252026-01-25 15:00:002026-01-25 10:00:00-05:002026-01-2510.4582169010-10FalseFalseFalse
4262026-01-25 16:00:002026-01-25 11:00:00-05:002026-01-2510.4422594010-10FalseFalseFalse
4272026-01-25 17:00:002026-01-25 12:00:00-05:002026-01-2500.44241613010-10TrueFalseTrue
4282026-01-25 18:00:002026-01-25 13:00:00-05:002026-01-2500.44766986010-10TrueFalseTrue
4292026-01-25 19:00:002026-01-25 14:00:00-05:002026-01-2500.4483085010-10TrueFalseTrue
4302026-01-25 20:00:002026-01-25 15:00:00-05:002026-01-2500.491638010-10TrueFalseTrue
4312026-01-25 21:00:002026-01-25 16:00:00-05:002026-01-2500.49061048010-10TrueFalseTrue
4322026-01-25 22:00:002026-01-25 17:00:00-05:002026-01-2500.525899211011FalseFalseFalse
4332026-01-25 23:00:002026-01-25 18:00:00-05:002026-01-2500.52072111011FalseFalseFalse
4342026-01-26 00:00:002026-01-25 19:00:00-05:002026-01-2500.5159272100-10FalseFalseTrue
4352026-01-26 01:00:002026-01-25 20:00:00-05:002026-01-2510.5431046100-10TrueFalseFalse
4362026-01-26 02:00:002026-01-25 21:00:00-05:002026-01-2500.51656026100-10FalseFalseTrue
4372026-01-26 03:00:002026-01-25 22:00:00-05:002026-01-2500.48795614010-10TrueFalseTrue
4382026-01-26 04:00:002026-01-25 23:00:00-05:002026-01-2500.5046369411011FalseFalseFalse
4392026-01-26 05:00:002026-01-26 00:00:00-05:002026-01-2610.5487247100-10TrueFalseFalse
4402026-01-26 06:00:002026-01-26 01:00:00-05:002026-01-2610.5424091100-10TrueFalseFalse
4412026-01-26 07:00:002026-01-26 02:00:00-05:002026-01-2600.4769913300000TrueTrueTrue
4422026-01-26 08:00:002026-01-26 03:00:00-05:002026-01-2610.4680717600000FalseFalseFalse
4432026-01-26 09:00:002026-01-26 04:00:00-05:002026-01-2610.572497711011TrueTrueTrue
4442026-01-26 10:00:002026-01-26 05:00:00-05:002026-01-2610.524794611011TrueTrueTrue
4452026-01-26 11:00:002026-01-26 06:00:00-05:002026-01-2600.4608111400000TrueTrueTrue
4462026-01-26 12:00:002026-01-26 07:00:00-05:002026-01-2610.442563900000FalseFalseFalse
4472026-01-26 13:00:002026-01-26 08:00:00-05:002026-01-2610.47229946010-10FalseFalseFalse
4482026-01-26 14:00:002026-01-26 09:00:00-05:002026-01-2610.49050438010-10FalseFalseFalse
4492026-01-26 15:00:002026-01-26 10:00:00-05:002026-01-2600.49104828010-10TrueFalseTrue
4502026-01-26 16:00:002026-01-26 11:00:00-05:002026-01-2600.45145187010-10TrueFalseTrue
4512026-01-26 17:00:002026-01-26 12:00:00-05:002026-01-2600.463835300000TrueTrueTrue
4522026-01-26 18:00:002026-01-26 13:00:00-05:002026-01-2600.4618484010-10TrueFalseTrue
4532026-01-26 19:00:002026-01-26 14:00:00-05:002026-01-2610.501899611011TrueTrueTrue
4542026-01-26 20:00:002026-01-26 15:00:00-05:002026-01-2610.516675311011TrueTrueTrue
4552026-01-26 21:00:002026-01-26 16:00:00-05:002026-01-2600.5252090711011FalseFalseFalse
4562026-01-26 22:00:002026-01-26 17:00:00-05:002026-01-2600.587872711011FalseFalseFalse
4572026-01-26 23:00:002026-01-26 18:00:00-05:002026-01-2610.5423944611011TrueTrueTrue
4582026-01-27 00:00:002026-01-26 19:00:00-05:002026-01-2600.5345409511011FalseFalseFalse
4592026-01-27 01:00:002026-01-26 20:00:00-05:002026-01-2610.467306010-10FalseFalseFalse
4602026-01-27 02:00:002026-01-26 21:00:00-05:002026-01-2600.46864188010-10TrueFalseTrue
4612026-01-27 03:00:002026-01-26 22:00:00-05:002026-01-2610.46822935010-10FalseFalseFalse
4622026-01-27 04:00:002026-01-26 23:00:00-05:002026-01-2600.49130705010-10TrueFalseTrue
4632026-01-27 05:00:002026-01-27 00:00:00-05:002026-01-2700.46864477010-10TrueFalseTrue
4642026-01-27 06:00:002026-01-27 01:00:00-05:002026-01-2710.486711010-10FalseFalseFalse
4652026-01-27 07:00:002026-01-27 02:00:00-05:002026-01-2710.550477711011TrueTrueTrue
4662026-01-27 08:00:002026-01-27 03:00:00-05:002026-01-2700.4907592010-10TrueFalseTrue
4672026-01-27 09:00:002026-01-27 04:00:00-05:002026-01-2700.4668024010-10TrueFalseTrue
4682026-01-27 10:00:002026-01-27 05:00:00-05:002026-01-2700.5084594511011FalseFalseFalse
4692026-01-27 11:00:002026-01-27 06:00:00-05:002026-01-2710.560859411011TrueTrueTrue
4702026-01-27 12:00:002026-01-27 07:00:00-05:002026-01-2700.5102432411011FalseFalseFalse
4712026-01-27 13:00:002026-01-27 08:00:00-05:002026-01-2700.5123266611011FalseFalseFalse
4722026-01-27 14:00:002026-01-27 09:00:00-05:002026-01-2700.4854087010-10TrueFalseTrue
4732026-01-27 15:00:002026-01-27 10:00:00-05:002026-01-2700.48897353010-10TrueFalseTrue
4742026-01-27 16:00:002026-01-27 11:00:00-05:002026-01-2700.46034786010-10TrueFalseTrue
4752026-01-27 17:00:002026-01-27 12:00:00-05:002026-01-2710.526595711011TrueTrueTrue
4762026-01-27 18:00:002026-01-27 13:00:00-05:002026-01-2710.530039111011TrueTrueTrue
4772026-01-27 19:00:002026-01-27 14:00:00-05:002026-01-2700.49372414010-10TrueFalseTrue
4782026-01-27 20:00:002026-01-27 15:00:00-05:002026-01-2710.4988915010-10FalseFalseFalse
4792026-01-27 21:00:002026-01-27 16:00:00-05:002026-01-2710.5379821711011TrueTrueTrue
4802026-01-27 22:00:002026-01-27 17:00:00-05:002026-01-2700.501822111011FalseFalseFalse
4812026-01-27 23:00:002026-01-27 18:00:00-05:002026-01-2700.49853957010-10TrueFalseTrue
4822026-01-28 00:00:002026-01-27 19:00:00-05:002026-01-2710.526307811011TrueTrueTrue
4832026-01-28 01:00:002026-01-27 20:00:00-05:002026-01-2700.48831585010-10TrueFalseTrue
4842026-01-28 02:00:002026-01-27 21:00:00-05:002026-01-2710.5386365711011TrueTrueTrue
4852026-01-28 03:00:002026-01-27 22:00:00-05:002026-01-2700.557465911011FalseFalseFalse
4862026-01-28 04:00:002026-01-27 23:00:00-05:002026-01-2700.52926211011FalseFalseFalse
4872026-01-28 05:00:002026-01-28 00:00:00-05:002026-01-2800.46035758010-10TrueFalseTrue
4882026-01-28 06:00:002026-01-28 01:00:00-05:002026-01-2810.522444511011TrueTrueTrue
4892026-01-28 07:00:002026-01-28 02:00:00-05:002026-01-2800.5107474311011FalseFalseFalse
4902026-01-28 08:00:002026-01-28 03:00:00-05:002026-01-2800.51909611011FalseFalseFalse
4912026-01-28 09:00:002026-01-28 04:00:00-05:002026-01-2810.5305025611011TrueTrueTrue
4922026-01-28 10:00:002026-01-28 05:00:00-05:002026-01-2810.5466587511011TrueTrueTrue
4932026-01-28 11:00:002026-01-28 06:00:00-05:002026-01-2810.537386911011TrueTrueTrue
4942026-01-28 12:00:002026-01-28 07:00:00-05:002026-01-2810.5368281611011TrueTrueTrue
4952026-01-28 13:00:002026-01-28 08:00:00-05:002026-01-2810.5073359611011TrueTrueTrue
4962026-01-28 14:00:002026-01-28 09:00:00-05:002026-01-2800.466285010-10TrueFalseTrue
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