# prediction_history

prediction_id: d8b533ed-6005-4fef-a204-82c942b42b50
product_id: 11020059
product_name: Product 11020059
model_type: cnn_bilstm_attention
model_id: 11020059_cnn_bilstm_attention_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:19:40.792328
metrics: {}
chart_data: {}
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_d8b533ed-6005-4fef-a204-82c942b42b50.json
predictions_data:
[{"date": "2025-07-26", "predicted_sales": 0.0870821475982666}, {"date": "2025-07-27", "predicted_sales": 0.01840788871049881}, {"date": "2025-07-28", "predicted_sales": 0.05498315393924713}, {"date": "2025-07-29", "predicted_sales": 0.07149868458509445}, {"date": "2025-07-30", "predicted_sales": 0.046922676265239716}, {"date": "2025-07-31", "predicted_sales": 0.14494162797927856}, {"date": "2025-08-01", "predicted_sales": 0.12267947942018509}]

analysis:
{"trend": {"slope": 0.01256424986890384, "trend_type": "\u5e73\u7a33", "r_squared": 0.379441207552355, "p_value": 0.1407941343594892, "volatility": 0.5225040912628174, "volatility_level": "\u9ad8"}, "statistics": {"mean": 0.07807367295026779, "median": 0.07149868458509445, "min": 0.01840788871049881, "max": 0.14494162797927856, "std": 0.04079381376504898, "q1": 0.05095291510224342, "q3": 0.10488080978393555}, "day_over_day": [-78.86146545410156, 198.6934356689453, 30.037439346313477, -34.37267303466797, 208.89463806152344, -15.359390258789062], "influencing_factors": {"product_id": "11020059", "model_type": "cnn_bilstm_attention", "feature_count": 7, "important_features": ["\u4ef7\u683c", "\u5468\u672b", "\u8282\u5047\u65e5"]}, "explanation": "cnn_bilstm_attention\u6a21\u578b\u5bf9\u4ea7\u54c111020059\u7684\u9884\u6d4b\u5206\u6790\uff1a\n\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u9500\u91cf\u57fa\u672c\u4fdd\u6301\u7a33\u5b9a\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u53ef\u80fd\u53d7\u5230\u591a\u79cd\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.08\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.14\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.02\u4e2a\u5355\u4f4d\u3002\n\n\u4e3b\u8981\u5f71\u54cd\u56e0\u7d20\u5305\u62ec\uff1a\u4ef7\u683c, \u5468\u672b, \u8282\u5047\u65e5\u3002"}


prediction_id: 95e509c5-8c69-47e8-84b7-ccfa9143c949
product_id: 11020059
product_name: Product 11020059
model_type: kan
model_id: 11020059_kan_best
start_date: 2025-07-26
created_at: 2025-07-26T11:19:50.655871
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_95e509c5-8c69-47e8-84b7-ccfa9143c949.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.05224098265171051}, {"date": "2022-01-02", "predicted_sales": 0.04107563942670822}, {"date": "2022-01-03", "predicted_sales": 0.04144924879074097}, {"date": "2022-01-04", "predicted_sales": 0.04032263159751892}, {"date": "2022-01-05", "predicted_sales": 0.040290266275405884}, {"date": "2022-01-06", "predicted_sales": 0.040351711213588715}, {"date": "2022-01-07", "predicted_sales": 0.040530726313591}]


prediction_id: 8ade87a6-2342-4ba1-b754-430555d2bdfb
product_id: 11020059
product_name: Product 11020059
model_type: tcn
model_id: 11020059_tcn_best
start_date: 2025-07-26
created_at: 2025-07-26T11:19:59.158763
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_8ade87a6-2342-4ba1-b754-430555d2bdfb.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.2753969728946686}, {"date": "2022-01-02", "predicted_sales": 0.11470969021320343}, {"date": "2022-01-03", "predicted_sales": 0.13205347955226898}, {"date": "2022-01-04", "predicted_sales": 0.15956580638885498}, {"date": "2022-01-05", "predicted_sales": 0.1634170413017273}, {"date": "2022-01-06", "predicted_sales": 0.2438911497592926}, {"date": "2022-01-07", "predicted_sales": 0.2631840705871582}]


prediction_id: 95df18a4-4d66-40d8-8426-e3f8f32a66a5
product_id: 11020059
product_name: Product 11020059
model_type: transformer
model_id: 11020059_transformer_best
start_date: 2025-07-26
created_at: 2025-07-26T11:20:07.341038
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_95df18a4-4d66-40d8-8426-e3f8f32a66a5.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.2825997769832611}, {"date": "2022-01-02", "predicted_sales": 0.2631796598434448}, {"date": "2022-01-03", "predicted_sales": 0.26221904158592224}, {"date": "2022-01-04", "predicted_sales": 0.2872700095176697}, {"date": "2022-01-05", "predicted_sales": 0.28371042013168335}, {"date": "2022-01-06", "predicted_sales": 0.282085657119751}, {"date": "2022-01-07", "predicted_sales": 0.28061574697494507}]


prediction_id: 94988ddc-94e6-4ead-acdc-af6b4985e67e
product_id: 11020059
product_name: Product 11020059
model_type: xgboost
model_id: 11020059_xgboost_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:20:16.410437
metrics: {}
chart_data: {}
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_94988ddc-94e6-4ead-acdc-af6b4985e67e.json
predictions_data:
[{"date": "2025-07-26", "predicted_sales": 0.09341424703598022}, {"date": "2025-07-27", "predicted_sales": 0.01834644004702568}, {"date": "2025-07-28", "predicted_sales": 0.11897968500852585}, {"date": "2025-07-29", "predicted_sales": 0.043775878846645355}, {"date": "2025-07-30", "predicted_sales": 0.10434787720441818}, {"date": "2025-07-31", "predicted_sales": 0.07853572070598602}, {"date": "2025-08-01", "predicted_sales": 0.02055053971707821}]

analysis:
{"trend": {"slope": -0.004030156015817608, "trend_type": "\u5e73\u7a33", "r_squared": 0.04556838611827181, "p_value": 0.6458063674760298, "volatility": 0.5530129075050354, "volatility_level": "\u9ad8"}, "statistics": {"mean": 0.06827862560749054, "median": 0.07853572070598602, "min": 0.01834644004702568, "max": 0.11897968500852585, "std": 0.0377589613199234, "q1": 0.03216321021318436, "q3": 0.0988810658454895}, "day_over_day": [-80.36012268066406, 548.5165405273438, -63.20726776123047, 138.36843872070312, -24.73663902282715, -73.83287811279297], "influencing_factors": {"product_id": "11020059", "model_type": "xgboost", "feature_count": 7, "important_features": ["\u4ef7\u683c", "\u5468\u672b", "\u8282\u5047\u65e5"]}, "explanation": "xgboost\u6a21\u578b\u5bf9\u4ea7\u54c111020059\u7684\u9884\u6d4b\u5206\u6790\uff1a\n\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u9500\u91cf\u57fa\u672c\u4fdd\u6301\u7a33\u5b9a\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u53ef\u80fd\u53d7\u5230\u591a\u79cd\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.07\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.02\u4e2a\u5355\u4f4d\u3002\n\n\u4e3b\u8981\u5f71\u54cd\u56e0\u7d20\u5305\u62ec\uff1a\u4ef7\u683c, \u5468\u672b, \u8282\u5047\u65e5\u3002"}


prediction_id: 2e93c8eb-ecdb-4400-8433-6863fcbd86dd
product_id: 11020059
product_name: Product 11020059
model_type: mlstm
model_id: 11020059_mlstm_best
start_date: 2025-07-26
created_at: 2025-07-26T11:20:25.786921
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_2e93c8eb-ecdb-4400-8433-6863fcbd86dd.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.17061853408813477}, {"date": "2022-01-02", "predicted_sales": 0.17061516642570496}, {"date": "2022-01-03", "predicted_sales": 0.17061232030391693}, {"date": "2022-01-04", "predicted_sales": 0.17061841487884521}, {"date": "2022-01-05", "predicted_sales": 0.17061808705329895}, {"date": "2022-01-06", "predicted_sales": 0.17061838507652283}, {"date": "2022-01-07", "predicted_sales": 0.17061841487884521}]


prediction_id: e7283efe-bc39-4986-9861-0ad95880bbf4
product_id: 11020059
product_name: Product 11020059
model_type: mlstm
model_id: 11020059_mlstm_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:20:52.409542
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_e7283efe-bc39-4986-9861-0ad95880bbf4.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.17061853408813477}, {"date": "2022-01-02", "predicted_sales": 0.17061516642570496}, {"date": "2022-01-03", "predicted_sales": 0.17061232030391693}, {"date": "2022-01-04", "predicted_sales": 0.17061841487884521}, {"date": "2022-01-05", "predicted_sales": 0.17061808705329895}, {"date": "2022-01-06", "predicted_sales": 0.17061838507652283}, {"date": "2022-01-07", "predicted_sales": 0.17061841487884521}, {"date": "2022-01-08", "predicted_sales": 0.17061874270439148}, {"date": "2022-01-09", "predicted_sales": 0.17061491310596466}, {"date": "2022-01-10", "predicted_sales": 0.17061182856559753}, {"date": "2022-01-11", "predicted_sales": 0.1706187129020691}, {"date": "2022-01-12", "predicted_sales": 0.17061884701251984}, {"date": "2022-01-13", "predicted_sales": 0.17061910033226013}, {"date": "2022-01-14", "predicted_sales": 0.17061930894851685}, {"date": "2022-01-15", "predicted_sales": 0.17061999440193176}, {"date": "2022-01-16", "predicted_sales": 0.17061571776866913}, {"date": "2022-01-17", "predicted_sales": 0.17061331868171692}, {"date": "2022-01-18", "predicted_sales": 0.1706203669309616}, {"date": "2022-01-19", "predicted_sales": 0.17061978578567505}, {"date": "2022-01-20", "predicted_sales": 0.17062032222747803}, {"date": "2022-01-21", "predicted_sales": 0.17062053084373474}, {"date": "2022-01-22", "predicted_sales": 0.17062100768089294}, {"date": "2022-01-23", "predicted_sales": 0.1706172227859497}, {"date": "2022-01-24", "predicted_sales": 0.17061501741409302}, {"date": "2022-01-25", "predicted_sales": 0.17062054574489594}, {"date": "2022-01-26", "predicted_sales": 0.17062018811702728}, {"date": "2022-01-27", "predicted_sales": 0.17062115669250488}, {"date": "2022-01-28", "predicted_sales": 0.1706208884716034}, {"date": "2022-01-29", "predicted_sales": 0.17062199115753174}, {"date": "2022-01-30", "predicted_sales": 0.17061805725097656}, {"date": "2022-01-31", "predicted_sales": 0.17061598598957062}, {"date": "2022-02-01", "predicted_sales": 0.1706213355064392}, {"date": "2022-02-02", "predicted_sales": 0.17062082886695862}, {"date": "2022-02-03", "predicted_sales": 0.17062151432037354}, {"date": "2022-02-04", "predicted_sales": 0.17062121629714966}, {"date": "2022-02-05", "predicted_sales": 0.17062215507030487}, {"date": "2022-02-06", "predicted_sales": 0.1706182360649109}, {"date": "2022-02-07", "predicted_sales": 0.17061609029769897}, {"date": "2022-02-08", "predicted_sales": 0.17062103748321533}, {"date": "2022-02-09", "predicted_sales": 0.17062056064605713}]


prediction_id: a78568dd-e9d9-4136-bfd1-c457c986a272
product_id: 11020059
product_name: Product 11020059
model_type: transformer
model_id: 11020059_transformer_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:21:12.172199
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_a78568dd-e9d9-4136-bfd1-c457c986a272.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.2825997769832611}, {"date": "2022-01-02", "predicted_sales": 0.2631796598434448}, {"date": "2022-01-03", "predicted_sales": 0.26221904158592224}, {"date": "2022-01-04", "predicted_sales": 0.2872700095176697}, {"date": "2022-01-05", "predicted_sales": 0.28371042013168335}, {"date": "2022-01-06", "predicted_sales": 0.282085657119751}, {"date": "2022-01-07", "predicted_sales": 0.28061574697494507}, {"date": "2022-01-08", "predicted_sales": 0.2804362177848816}, {"date": "2022-01-09", "predicted_sales": 0.2631623446941376}, {"date": "2022-01-10", "predicted_sales": 0.2617184817790985}, {"date": "2022-01-11", "predicted_sales": 0.28814640641212463}, {"date": "2022-01-12", "predicted_sales": 0.2859044373035431}, {"date": "2022-01-13", "predicted_sales": 0.2838728725910187}, {"date": "2022-01-14", "predicted_sales": 0.2820758521556854}, {"date": "2022-01-15", "predicted_sales": 0.28203344345092773}, {"date": "2022-01-16", "predicted_sales": 0.2640855014324188}, {"date": "2022-01-17", "predicted_sales": 0.2623975872993469}, {"date": "2022-01-18", "predicted_sales": 0.29000192880630493}, {"date": "2022-01-19", "predicted_sales": 0.287426233291626}, {"date": "2022-01-20", "predicted_sales": 0.28464847803115845}, {"date": "2022-01-21", "predicted_sales": 0.2832501530647278}, {"date": "2022-01-22", "predicted_sales": 0.2830938696861267}, {"date": "2022-01-23", "predicted_sales": 0.2645474076271057}, {"date": "2022-01-24", "predicted_sales": 0.2626044750213623}, {"date": "2022-01-25", "predicted_sales": 0.2918053865432739}, {"date": "2022-01-26", "predicted_sales": 0.28947123885154724}, {"date": "2022-01-27", "predicted_sales": 0.28700292110443115}, {"date": "2022-01-28", "predicted_sales": 0.2850501239299774}, {"date": "2022-01-29", "predicted_sales": 0.28512752056121826}, {"date": "2022-01-30", "predicted_sales": 0.2663004994392395}, {"date": "2022-01-31", "predicted_sales": 0.26554182171821594}, {"date": "2022-02-01", "predicted_sales": 0.29719528555870056}, {"date": "2022-02-02", "predicted_sales": 0.29376888275146484}, {"date": "2022-02-03", "predicted_sales": 0.290502667427063}, {"date": "2022-02-04", "predicted_sales": 0.287880539894104}, {"date": "2022-02-05", "predicted_sales": 0.28741171956062317}, {"date": "2022-02-06", "predicted_sales": 0.2679872214794159}, {"date": "2022-02-07", "predicted_sales": 0.26615267992019653}, {"date": "2022-02-08", "predicted_sales": 0.296818345785141}, {"date": "2022-02-09", "predicted_sales": 0.2937232255935669}]


prediction_id: d7eec498-5270-465e-af42-da606f74b431
product_id: 11020059
product_name: Product 11020059
model_type: tcn
model_id: 11020059_tcn_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:21:25.039538
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_d7eec498-5270-465e-af42-da606f74b431.json
predictions_data:
[{"date": "2022-01-01", "predicted_sales": 0.2753969728946686}, {"date": "2022-01-02", "predicted_sales": 0.11470969021320343}, {"date": "2022-01-03", "predicted_sales": 0.13205347955226898}, {"date": "2022-01-04", "predicted_sales": 0.15956580638885498}, {"date": "2022-01-05", "predicted_sales": 0.1634170413017273}, {"date": "2022-01-06", "predicted_sales": 0.2438911497592926}, {"date": "2022-01-07", "predicted_sales": 0.2631840705871582}, {"date": "2022-01-08", "predicted_sales": 0.21079100668430328}, {"date": "2022-01-09", "predicted_sales": 0.1272052526473999}, {"date": "2022-01-10", "predicted_sales": 0.11031797528266907}, {"date": "2022-01-11", "predicted_sales": 0.12503358721733093}, {"date": "2022-01-12", "predicted_sales": 0.18376275897026062}, {"date": "2022-01-13", "predicted_sales": 0.2275746762752533}, {"date": "2022-01-14", "predicted_sales": 0.23402179777622223}, {"date": "2022-01-15", "predicted_sales": 0.22899922728538513}, {"date": "2022-01-16", "predicted_sales": 0.14285317063331604}, {"date": "2022-01-17", "predicted_sales": 0.11126618087291718}, {"date": "2022-01-18", "predicted_sales": 0.1276262402534485}, {"date": "2022-01-19", "predicted_sales": 0.18343165516853333}, {"date": "2022-01-20", "predicted_sales": 0.209133580327034}, {"date": "2022-01-21", "predicted_sales": 0.23268824815750122}, {"date": "2022-01-22", "predicted_sales": 0.2349555641412735}, {"date": "2022-01-23", "predicted_sales": 0.14741972088813782}, {"date": "2022-01-24", "predicted_sales": 0.11235162615776062}, {"date": "2022-01-25", "predicted_sales": 0.12731915712356567}, {"date": "2022-01-26", "predicted_sales": 0.1801455020904541}, {"date": "2022-01-27", "predicted_sales": 0.20854568481445312}, {"date": "2022-01-28", "predicted_sales": 0.23221680521965027}, {"date": "2022-01-29", "predicted_sales": 0.23538252711296082}, {"date": "2022-01-30", "predicted_sales": 0.1473093032836914}, {"date": "2022-01-31", "predicted_sales": 0.11208787560462952}, {"date": "2022-02-01", "predicted_sales": 0.1273413598537445}, {"date": "2022-02-02", "predicted_sales": 0.17823980748653412}, {"date": "2022-02-03", "predicted_sales": 0.20562797784805298}, {"date": "2022-02-04", "predicted_sales": 0.22890347242355347}, {"date": "2022-02-05", "predicted_sales": 0.240752175450325}, {"date": "2022-02-06", "predicted_sales": 0.14489531517028809}, {"date": "2022-02-07", "predicted_sales": 0.09943138062953949}, {"date": "2022-02-08", "predicted_sales": 0.13435789942741394}, {"date": "2022-02-09", "predicted_sales": 0.17818942666053772}]


prediction_id: 217020f6-ff22-4a94-b8ce-54efebef15e5
product_id: 11020059
product_name: Product 11020059
model_type: kan
model_id: 11020059_kan_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:21:39.295333
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_217020f6-ff22-4a94-b8ce-54efebef15e5.json
predictions_data:
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prediction_id: 0967af52-e15c-4793-8c65-601c8540b847
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: cnn_bilstm_attention
model_id: store_01010323_cnn_bilstm_attention_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:22:51.675522
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_0967af52-e15c-4793-8c65-601c8540b847.json
predictions_data:
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prediction_id: daee98ce-5c41-4a20-8de9-bf05089d2d28
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: mlstm
model_id: store_01010323_mlstm_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:25:49.865554
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file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_daee98ce-5c41-4a20-8de9-bf05089d2d28.json
predictions_data:
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prediction_id: 4d178001-5cf6-4195-bff6-8bde4a250b2f
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: xgboost
model_id: store_01010323_xgboost_best
start_date: 2025-07-26
created_at: 2025-07-26T11:25:57.218389
metrics: {}
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file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_4d178001-5cf6-4195-bff6-8bde4a250b2f.json
predictions_data:
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prediction_id: 0e3be59f-ad7e-490d-84ec-e81658dcf952
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: transformer
model_id: store_01010323_transformer_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:26:06.924556
metrics: {}
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analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_0e3be59f-ad7e-490d-84ec-e81658dcf952.json
predictions_data:
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prediction_id: 02abf0e8-c29f-44f3-9460-8523ac00fec3
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: tcn
model_id: store_01010323_tcn_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:26:13.682693
metrics: {}
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analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_02abf0e8-c29f-44f3-9460-8523ac00fec3.json
predictions_data:
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prediction_id: a05ea211-e2fa-4c2c-9dfc-706217bcc6d3
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: kan
model_id: store_01010323_kan_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:26:21.731458
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_a05ea211-e2fa-4c2c-9dfc-706217bcc6d3.json
predictions_data:
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prediction_id: be05fff9-6070-4f30-859d-7fec6216c6a2
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: mlstm
model_id: store_01010323_mlstm_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:26:46.763977
metrics: {}
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analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_be05fff9-6070-4f30-859d-7fec6216c6a2.json
predictions_data:
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prediction_id: cfdc8490-1276-4f9c-90ac-7740b8b0f78b
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: mlstm
model_id: store_01010323_mlstm_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:27:01.567504
metrics: {}
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analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_cfdc8490-1276-4f9c-90ac-7740b8b0f78b.json
predictions_data:
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prediction_id: 06bbc70f-a0ab-4606-bc76-b5faab9c34fd
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: transformer
model_id: store_01010323_transformer_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:27:24.564519
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file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_06bbc70f-a0ab-4606-bc76-b5faab9c34fd.json
predictions_data:
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prediction_id: 805d8056-d8c9-47a5-b64e-9ff39f7f9dcf
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: tcn
model_id: store_01010323_tcn_best
start_date: 2025-07-26
created_at: 2025-07-26T11:27:32.177362
metrics: {}
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analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_805d8056-d8c9-47a5-b64e-9ff39f7f9dcf.json
predictions_data:
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prediction_id: 7dfe5975-3461-4b8e-8f45-bafee22def49
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: kan
model_id: store_01010323_kan_v1
start_date: 2025-07-26
created_at: 2025-07-26T11:27:52.605446
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_7dfe5975-3461-4b8e-8f45-bafee22def49.json
predictions_data:
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prediction_id: 5d64ea53-dd30-4935-9206-9481e0d4bd03
product_id: global
product_name: 全局聚合 (所有药品)
model_type: cnn_bilstm_attention
model_id: global_sum_cnn_bilstm_attention_best
start_date: 2025-07-26
created_at: 2025-07-26T13:13:05.765027
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_5d64ea53-dd30-4935-9206-9481e0d4bd03.json
predictions_data:
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prediction_id: 8dfa0f31-853b-4570-a792-d4cb78bb62e1
product_id: global
product_name: 全局聚合 (所有药品)
model_type: cnn_bilstm_attention
model_id: global_sum_cnn_bilstm_attention_best
start_date: 2025-03-01
created_at: 2025-07-26T13:15:38.295880
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_8dfa0f31-853b-4570-a792-d4cb78bb62e1.json
predictions_data:
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prediction_id: 6bdb2673-3093-4a64-9930-bebddd30dbeb
product_id: global
product_name: 全局聚合 (所有药品)
model_type: mlstm
model_id: global_sum_mlstm_best
start_date: 2025-07-26
created_at: 2025-07-26T13:43:54.801067
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_6bdb2673-3093-4a64-9930-bebddd30dbeb.json
predictions_data:
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prediction_id: 797971f5-1876-4204-a26c-1ffe85829d13
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: kan
model_id: store_01010323_kan_v2
start_date: 2025-07-26
created_at: 2025-07-26T13:45:59.922085
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_797971f5-1876-4204-a26c-1ffe85829d13.json
predictions_data:
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prediction_id: 54febc41-22a3-4860-9178-3b3899f40247
product_id: 01010323
product_name: 店铺 01010323 (所有药品聚合)
model_type: kan
model_id: store_01010323_kan_v2
start_date: 2025-07-26
created_at: 2025-07-26T13:46:10.988622
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_54febc41-22a3-4860-9178-3b3899f40247.json
predictions_data:
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