gihyeon/cointrader
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
7a1abc7b72691ccddbedafd45cfaf09627ff80ce
cointrader/models/training_log.json
21in7 684c8a32b9 feat: add Algo Order API support and update ML feature handling 
- Introduced support for Algo Order API, allowing automatic sending of STOP_MARKET and TAKE_PROFIT_MARKET orders.
- Updated README.md to include new features related to Algo Order API and real-time handling of ML features.
- Enhanced ML feature processing to fill missing OI and funding rate values with zeros for consistency in training data.
- Added new training log entries for the lgbm model with updated metrics.
2026-03-02 02:03:50 +09:00

280 lines
6.3 KiB
JSON
Raw Blame History

[
{
"date": "2026-03-01T18:04:50.871434",
"auc": 0.546,
"samples": 1772,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T18:44:22.163935",
"backend": "mlx",
"auc": 0.5054,
"samples": 1772,
"train_sec": 0.7,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T18:52:52.991917",
"auc": 0.5405,
"samples": 1704,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T18:54:48.200006",
"auc": 0.5405,
"samples": 1704,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T19:29:21.454533",
"auc": 0.5321,
"samples": 1696,
"features": 21,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:03:56.314547",
"auc": 0.5406,
"samples": 1707,
"features": 21,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:12:23.866860",
"auc": 0.502,
"samples": 3269,
"features": 21,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:46:29.599674",
"backend": "mlx",
"auc": 0.516,
"samples": 6470,
"train_sec": 1.3,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T21:50:12.449819",
"backend": "lgbm",
"auc": 0.4772,
"samples": 6470,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:50:32.491318",
"backend": "lgbm",
"auc": 0.4943,
"samples": 6470,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:50:48.665654",
"backend": "lgbm",
"auc": 0.4943,
"samples": 6470,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:51:02.539565",
"backend": "lgbm",
"auc": 0.4943,
"samples": 6470,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:51:09.830250",
"backend": "lgbm",
"auc": 0.4925,
"samples": 1716,
"features": 13,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:51:20.133303",
"backend": "lgbm",
"auc": 0.54,
"samples": 1716,
"features": 13,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:51:25.445363",
"backend": "lgbm",
"auc": 0.4943,
"samples": 6470,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T21:52:24.296191",
"backend": "lgbm",
"auc": 0.54,
"samples": 1716,
"features": 13,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T22:00:34.737597",
"backend": "lgbm",
"auc": 0.5097,
"samples": 6470,
"features": 21,
"time_weight_decay": 3.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T22:12:06.299119",
"backend": "mlx",
"auc": 0.5746,
"samples": 533,
"train_sec": 0.2,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T22:13:20.434893",
"backend": "mlx",
"auc": 0.5663,
"samples": 533,
"train_sec": 0.2,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T22:15:43.163315",
"backend": "lgbm",
"auc": 0.5581,
"samples": 533,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T22:18:59.852831",
"backend": "lgbm",
"auc": 0.5504,
"samples": 533,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T22:19:29.532472",
"backend": "lgbm",
"auc": 0.5504,
"samples": 533,
"features": 21,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T22:19:30.938005",
"backend": "mlx",
"auc": 0.5714,
"samples": 533,
"train_sec": 0.1,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T22:26:46.459326",
"backend": "mlx",
"auc": 0.6167,
"samples": 533,
"train_sec": 0.2,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T22:45:55.473533",
"backend": "lgbm",
"auc": 0.556,
"samples": 533,
"features": 23,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-01T23:04:51.194544",
"backend": "mlx",
"auc": 0.5972,
"samples": 533,
"train_sec": 0.1,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-01T23:59:27.956019",
"backend": "mlx",
"auc": 0.5595,
"best_threshold": 0.9538,
"best_precision": 0.462,
"best_recall": 0.171,
"samples": 533,
"train_sec": 0.2,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-02T00:40:15.931055",
"backend": "mlx",
"auc": 0.5829,
"best_threshold": 0.9609,
"best_precision": 0.6,
"best_recall": 0.171,
"samples": 534,
"train_sec": 0.2,
"time_weight_decay": 2.0,
"model_path": "models/mlx_filter.weights"
},
{
"date": "2026-03-02T00:54:32.264425",
"backend": "lgbm",
"auc": 0.5607,
"best_threshold": 0.6532,
"best_precision": 0.467,
"best_recall": 0.2,
"samples": 533,
"features": 23,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-02T01:07:30.690959",
"backend": "lgbm",
"auc": 0.5579,
"best_threshold": 0.6511,
"best_precision": 0.4,
"best_recall": 0.171,
"samples": 533,
"features": 23,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
},
{
"date": "2026-03-02T02:00:45.931227",
"backend": "lgbm",
"auc": 0.5752,
"best_threshold": 0.6307,
"best_precision": 0.471,
"best_recall": 0.229,
"samples": 533,
"features": 23,
"time_weight_decay": 2.0,
"model_path": "models/lgbm_filter.pkl"
}
]
Reference in New Issue View Git Blame Copy Permalink