Qlib CSI300 沪深300

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total ​

params ​

{'predict_dates': [{'start': '2026-06-12', 'end': '2026-06-12'}], 'provider_uri': '~/.qlib/qlib_data/cn_data/', 'trade_buy_offset': 0, 'trade_sell_offset': 1, 'top_num_list': [3, 5, 10, 20], 'selection_score_quantile': 0.7, 'selection_min_pos_ratio': 0.5, 'selection_volatility_quantile': 0.6, 'selection_overheat_quantile': 0.7, 'selection_fallback_count': 10, 'selection_weight_score': 1.0, 'selection_weight_pos_ratio': 0.35, 'selection_weight_momentum': 0.2, 'selection_weight_volatility': 0.25, 'selection_weight_overheat': 0.15, 'recency_halflife_days': 180, 'backtest_fee_rate': 0.002, 'uri_folder': '~/.qlibAssistant/mlruns/', 'analysis_folder': '~/.qlibAssistant/analysis/', 'pfx_name': 'p', 'sfx_name': 's', 'model_name': 'Linear', 'dataset_name': 'Alpha158', 'stock_pool': 'csi300', 'step': 60, 'rolling_type': 'expanding', 'model_filter': ['.*'], 'rec_filter': [{'ic': 0.01}, {'icir': 0.01}, {'rankic': 0.01}, {'rankicir': 0.01}]}

model info ​

Experiment: EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_11 560223127315146765 (Recorders: 6/6)

Recorder: c43713107d9a4223bd3e4522c3be6807

	Model: {'id': 'c43713107d9a4223bd3e4522c3be6807', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.048, 'ICIR': 0.317, 'Rank IC': 0.058, 'Rank ICIR': 0.381}, 'data_train_vec': ['2020-06-12', '2024-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.381', 'recency_weight': '0.121', 'weight': '0.015'}

Recorder: 1a17426feb614d4a8b19b0747faa88d9

	Model: {'id': '1a17426feb614d4a8b19b0747faa88d9', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.044, 'ICIR': 0.295, 'Rank IC': 0.07, 'Rank ICIR': 0.46}, 'data_train_vec': ['2021-06-12', '2025-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.460', 'recency_weight': '0.171', 'weight': '0.031'}

Recorder: c9cfb16875cb497bbc828b9a5251d099

	Model: {'id': 'c9cfb16875cb497bbc828b9a5251d099', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.033, 'ICIR': 0.218, 'Rank IC': 0.072, 'Rank ICIR': 0.431}, 'data_train_vec': ['2022-06-12', '2025-06-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.431', 'recency_weight': '0.244', 'weight': '0.039'}

Recorder: 42722c887d0c4ed5acb2655123e107b1

	Model: {'id': '42722c887d0c4ed5acb2655123e107b1', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.044, 'ICIR': 0.27, 'Rank IC': 0.073, 'Rank ICIR': 0.431}, 'data_train_vec': ['2023-06-12', '2025-09-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.431', 'recency_weight': '0.348', 'weight': '0.055'}

Recorder: c5b66b45b174494a877f349dafc34d88

	Model: {'id': 'c5b66b45b174494a877f349dafc34d88', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.033, 'ICIR': 0.23, 'Rank IC': 0.071, 'Rank ICIR': 0.511}, 'data_train_vec': ['2024-06-12', '2025-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.511', 'recency_weight': '0.494', 'weight': '0.110'}

Recorder: 508449f074794aa5893c60eed4e11e44

	Model: {'id': '508449f074794aa5893c60eed4e11e44', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.062, 'ICIR': 0.351, 'Rank IC': 0.027, 'Rank ICIR': 0.135}, 'data_train_vec': ['2025-06-12', '2026-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.135', 'recency_weight': '0.699', 'weight': '0.011'}

Experiment: EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260612_11 459769051878631456 (Recorders: 6/6)

Recorder: 8c440c898f6f452f872594b77165e22f

	Model: {'id': '8c440c898f6f452f872594b77165e22f', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.047, 'ICIR': 0.312, 'Rank IC': 0.06, 'Rank ICIR': 0.376}, 'data_train_vec': ['2020-06-12', '2024-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.376', 'recency_weight': '0.121', 'weight': '0.015'}

Recorder: 8f31cdb07698404a8ecdd0ecb8da843e

	Model: {'id': '8f31cdb07698404a8ecdd0ecb8da843e', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.038, 'ICIR': 0.246, 'Rank IC': 0.061, 'Rank ICIR': 0.401}, 'data_train_vec': ['2021-06-12', '2025-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.401', 'recency_weight': '0.171', 'weight': '0.023'}

Recorder: 336ba106e5d54c9a9d5e3c3a327e2c31

	Model: {'id': '336ba106e5d54c9a9d5e3c3a327e2c31', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.031, 'ICIR': 0.177, 'Rank IC': 0.069, 'Rank ICIR': 0.404}, 'data_train_vec': ['2022-06-12', '2025-06-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.404', 'recency_weight': '0.244', 'weight': '0.034'}

Recorder: fa6b50dc827e4b7c95d174298a06dcf7

	Model: {'id': 'fa6b50dc827e4b7c95d174298a06dcf7', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.042, 'ICIR': 0.247, 'Rank IC': 0.078, 'Rank ICIR': 0.462}, 'data_train_vec': ['2023-06-12', '2025-09-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.462', 'recency_weight': '0.348', 'weight': '0.063'}

Recorder: 1fc8623495f04201bbe1da146119ded8

	Model: {'id': '1fc8623495f04201bbe1da146119ded8', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.041, 'ICIR': 0.26, 'Rank IC': 0.07, 'Rank ICIR': 0.52}, 'data_train_vec': ['2024-06-12', '2025-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.520', 'recency_weight': '0.494', 'weight': '0.114'}

Recorder: fe598b05af0d4a399ef94cf7b0513221

	Model: {'id': 'fe598b05af0d4a399ef94cf7b0513221', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.028, 'ICIR': 0.149, 'Rank IC': 0.011, 'Rank ICIR': 0.053}, 'data_train_vec': ['2025-06-12', '2026-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.053', 'recency_weight': '0.699', 'weight': '0.002'}

Experiment: EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_11 820185355462380518 (Recorders: 6/6)

Recorder: c626ad4e149c4dcbb296e3e16f69f39b

	Model: {'id': 'c626ad4e149c4dcbb296e3e16f69f39b', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.046, 'ICIR': 0.317, 'Rank IC': 0.063, 'Rank ICIR': 0.454}, 'data_train_vec': ['2020-06-12', '2024-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.454', 'recency_weight': '0.121', 'weight': '0.021'}

Recorder: d91ae9851d7b4285818eb698ff1a6cf5

	Model: {'id': 'd91ae9851d7b4285818eb698ff1a6cf5', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.04, 'ICIR': 0.268, 'Rank IC': 0.067, 'Rank ICIR': 0.484}, 'data_train_vec': ['2021-06-12', '2025-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.484', 'recency_weight': '0.171', 'weight': '0.034'}

Recorder: 890bd321f6e5443c8a839e5704a7ee5e

	Model: {'id': '890bd321f6e5443c8a839e5704a7ee5e', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.018, 'ICIR': 0.113, 'Rank IC': 0.058, 'Rank ICIR': 0.381}, 'data_train_vec': ['2022-06-12', '2025-06-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.381', 'recency_weight': '0.244', 'weight': '0.030'}

Recorder: 86d3475f7219434ca44deecf77176117

	Model: {'id': '86d3475f7219434ca44deecf77176117', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.034, 'ICIR': 0.236, 'Rank IC': 0.062, 'Rank ICIR': 0.459}, 'data_train_vec': ['2023-06-12', '2025-09-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.459', 'recency_weight': '0.348', 'weight': '0.062'}

Recorder: 30ac916edc6a41cebea3dd6162e314ab

	Model: {'id': '30ac916edc6a41cebea3dd6162e314ab', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.025, 'ICIR': 0.169, 'Rank IC': 0.044, 'Rank ICIR': 0.345}, 'data_train_vec': ['2024-06-12', '2025-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.345', 'recency_weight': '0.494', 'weight': '0.050'}

Recorder: 73e92050ad3c47baa881917ce90ae65c

	Model: {'id': '73e92050ad3c47baa881917ce90ae65c', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.049, 'ICIR': 0.227, 'Rank IC': 0.035, 'Rank ICIR': 0.16}, 'data_train_vec': ['2025-06-12', '2026-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.160', 'recency_weight': '0.699', 'weight': '0.015'}

Experiment: EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11 535569336063901493 (Recorders: 6/6)

Recorder: 30fed808764f4562ad3ce7bec9ae77da

	Model: {'id': '30fed808764f4562ad3ce7bec9ae77da', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.046, 'ICIR': 0.315, 'Rank IC': 0.055, 'Rank ICIR': 0.366}, 'data_train_vec': ['2020-06-12', '2024-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.366', 'recency_weight': '0.121', 'weight': '0.014'}

Recorder: c19271624f77450289008b6c8119aac0

	Model: {'id': 'c19271624f77450289008b6c8119aac0', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.046, 'ICIR': 0.298, 'Rank IC': 0.064, 'Rank ICIR': 0.455}, 'data_train_vec': ['2021-06-12', '2025-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.455', 'recency_weight': '0.171', 'weight': '0.030'}

Recorder: f1c1a93df0e2464ea3d31b56a4799021

	Model: {'id': 'f1c1a93df0e2464ea3d31b56a4799021', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.036, 'ICIR': 0.244, 'Rank IC': 0.072, 'Rank ICIR': 0.428}, 'data_train_vec': ['2022-06-12', '2025-06-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.428', 'recency_weight': '0.244', 'weight': '0.038'}

Recorder: c2ff7149fae74f39a4a49680b35f5908

	Model: {'id': 'c2ff7149fae74f39a4a49680b35f5908', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.054, 'ICIR': 0.345, 'Rank IC': 0.078, 'Rank ICIR': 0.46}, 'data_train_vec': ['2023-06-12', '2025-09-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.460', 'recency_weight': '0.348', 'weight': '0.063'}

Recorder: 1f31b0a86f764d7d9a93e753c02fb84e

	Model: {'id': '1f31b0a86f764d7d9a93e753c02fb84e', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.039, 'ICIR': 0.288, 'Rank IC': 0.061, 'Rank ICIR': 0.498}, 'data_train_vec': ['2024-06-12', '2025-12-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.498', 'recency_weight': '0.494', 'weight': '0.104'}

Recorder: 59962c116dec4faaa9669f8c23358935

	Model: {'id': '59962c116dec4faaa9669f8c23358935', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.052, 'ICIR': 0.375, 'Rank IC': 0.034, 'Rank ICIR': 0.212}, 'data_train_vec': ['2025-06-12', '2026-03-11'], 'train_time_vec': ['2026-06-12', '2026-06-12'], 'rank_icir': '0.212', 'recency_weight': '0.699', 'weight': '0.027'}

total.csv ​

datetimeinstrumentscoreexp_nameridweightreal_labelerrorabs_error
33962026-06-12SZ0007682.007244110107422EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11c19271624f77450289008b6c8119aac00.03
30782026-06-12SZ0007681.947798490524292EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1130fed808764f4562ad3ce7bec9ae77da0.014
48762026-06-12SZ0007681.7731250932710145EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_11c43713107d9a4223bd3e4522c3be68070.015
51952026-06-12SZ0007681.440535664453377EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_111a17426feb614d4a8b19b0747faa88d90.031
33202026-06-12SZ0007681.2425189018249512EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11f1c1a93df0e2464ea3d31b56a47990210.038
21782026-06-12SZ0007680.8770532011985779EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11c2ff7149fae74f39a4a49680b35f59080.063
6082026-06-12SZ3004330.7788143754005432EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
4842026-06-12SH6881260.7727958559989929EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
8332026-06-12SH6005840.7669212818145752EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
18902026-06-12SZ3003080.7249562740325928EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11c2ff7149fae74f39a4a49680b35f59080.063
21552026-06-12SH6880820.7213883399963379EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11c2ff7149fae74f39a4a49680b35f59080.063
24162026-06-12SZ0023840.710119903087616EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
4962026-06-12SH6039860.6977518200874329EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
4922026-06-12SH6880080.6613094806671143EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
24122026-06-12SZ3003940.6399742960929871EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
6122026-06-12SZ3003940.6338744163513184EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
51192026-06-12SZ0007680.6171726492608367EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_11c9cfb16875cb497bbc828b9a5251d0990.039
4882026-06-12SH6880410.6152124404907227EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
5692026-06-12SZ0029380.6143434643745422EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
22862026-06-12SH6880820.581716775894165EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
5602026-06-12SH6883960.5799105167388916EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
26562026-06-12SZ3003940.5251381993293762EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
66762026-06-12SZ0007680.5219175331134959EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260612_118c440c898f6f452f872594b77165e22f0.015
8562026-06-12SZ3003940.5109127163887024EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1130ac916edc6a41cebea3dd6162e314ab0.05
23902026-06-12SZ3003080.5072379112243652EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
25192026-06-12SZ0023840.5071555376052856EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
22842026-06-12SH6881260.507014811038971EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
24962026-06-12SZ0007680.4967169165611267EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
1762026-06-12SH6005840.4939011037349701EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1130ac916edc6a41cebea3dd6162e314ab0.05
4912026-06-12SH6880120.4921359419822693EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
26352026-06-12SH6005470.4894247353076935EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
19762026-06-12SH6005840.48625731468200684EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
26582026-06-12SZ3003080.48532748222351074EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
6112026-06-12SZ3004080.4832037091255188EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
40852026-06-12SH6880820.4784324435287012EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_11508449f074794aa5893c60eed4e11e440.011
8012026-06-12SH6001830.4711739122867584EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
36312026-06-12SH6001830.4687418263117449EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260612_11c5b66b45b174494a877f349dafc34d880.11
19782026-06-12SH6005470.4599919617176056EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_111f31b0a86f764d7d9a93e753c02fb84e0.104
8512026-06-12SZ3004330.45273950695991516EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1130ac916edc6a41cebea3dd6162e314ab0.05
1832026-06-12SH6004820.4526890814304352EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1130ac916edc6a41cebea3dd6162e314ab0.05
22812026-06-12SH6882230.4442046880722046EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
23982026-06-12SZ3007820.4420805275440216EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
7402026-06-12SH6039860.4394465386867523EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1130ac916edc6a41cebea3dd6162e314ab0.05
6062026-06-12SZ3004760.43830960988998413EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260612_1173e92050ad3c47baa881917ce90ae65c0.015
24112026-06-12SZ3004080.43659886717796326EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_1159962c116dec4faaa9669f8c233589350.027
19002026-06-12SZ0029380.43502628803253174EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260612_11c2ff7149fae74f39a4a49680b35f59080.063
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