2860 lines
83 KiB
JSON
2860 lines
83 KiB
JSON
{
|
|
"analysis": {
|
|
"AAVE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.525,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.459,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.544,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AAVE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5250255362614913,
|
|
"&s-exit_signal": 0.4586312563840654,
|
|
"&s-future_volatility": 0.4670071501532176,
|
|
"&-optimal_trailing_stop": 0.006210674725684835,
|
|
"&s-stoploss_risk": 0.5444330949948928
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769214540",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769214540"
|
|
}
|
|
},
|
|
"ADA/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.516,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.391,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.006,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.526,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ADA/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5156281920326864,
|
|
"&s-exit_signal": 0.3906026557711951,
|
|
"&s-future_volatility": 0.3985699693564862,
|
|
"&-optimal_trailing_stop": 0.006013802893641066,
|
|
"&s-stoploss_risk": 0.5262512768130746
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434697",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769434697"
|
|
}
|
|
},
|
|
"ASTER/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.394,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.407,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0078,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.744,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ASTER/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4006128702757916,
|
|
"&s-exit_signal": 0.39366700715015324,
|
|
"&s-future_volatility": 0.4069458631256384,
|
|
"&-optimal_trailing_stop": 0.007838679046203738,
|
|
"&s-stoploss_risk": 0.7444330949948927
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769431484",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ASTER_1769431484"
|
|
}
|
|
},
|
|
"ATOM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.421,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ATOM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42063329928498466,
|
|
"&s-exit_signal": 0.409805924412666,
|
|
"&s-future_volatility": 0.436976506639428,
|
|
"&-optimal_trailing_stop": 0.006705935601334888,
|
|
"&s-stoploss_risk": 0.5722165474974463
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769125128",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769125128"
|
|
}
|
|
},
|
|
"AVAX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.591,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0057,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.491,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AVAX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4665985699693565,
|
|
"&s-exit_signal": 0.5906026557711951,
|
|
"&s-future_volatility": 0.40326864147088864,
|
|
"&-optimal_trailing_stop": 0.005701693614392275,
|
|
"&s-stoploss_risk": 0.4911133810010215
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434918",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769434918"
|
|
}
|
|
},
|
|
"BARD/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.405,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0118,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.966,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BARD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5579162410623085,
|
|
"&s-exit_signal": 0.558120531154239,
|
|
"&s-future_volatility": 0.40531154239019407,
|
|
"&-optimal_trailing_stop": 0.011753650140043518,
|
|
"&s-stoploss_risk": 0.9664964249233912
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769296944",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769296944"
|
|
}
|
|
},
|
|
"BCH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.468,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.432,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.346,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BCH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.46838551258440764,
|
|
"&s-exit_signal": 0.4507878043789646,
|
|
"&s-future_volatility": 0.4321669736034377,
|
|
"&-optimal_trailing_stop": 0.004628272568619977,
|
|
"&s-stoploss_risk": 0.3464293022304072
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769435503",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769435503"
|
|
}
|
|
},
|
|
"BETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.393,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.393,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0035,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.233,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39263937282229966,
|
|
"&s-exit_signal": 0.39263937282229966,
|
|
"&s-future_volatility": 0.3989547038327526,
|
|
"&-optimal_trailing_stop": 0.003518305807967407,
|
|
"&s-stoploss_risk": 0.23301393728222997
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768949155",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155"
|
|
}
|
|
},
|
|
"BIO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.602,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.509,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0123,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.002,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BIO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6022471910112359,
|
|
"&s-exit_signal": 0.508682328907048,
|
|
"&s-future_volatility": 0.48355464759959144,
|
|
"&-optimal_trailing_stop": 0.012252196259664753,
|
|
"&s-stoploss_risk": 1.002247191011236
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769383257",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1769383257"
|
|
}
|
|
},
|
|
"BNB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.339,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.349,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.586,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0037,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.215,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BNB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3385778504290968,
|
|
"&s-exit_signal": 0.3489987740089906,
|
|
"&s-future_volatility": 0.5860237024928484,
|
|
"&-optimal_trailing_stop": 0.003711846129923867,
|
|
"&s-stoploss_risk": 0.21475275847977116
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769435675",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769435675"
|
|
}
|
|
},
|
|
"BTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.267,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.331,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.449,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0037,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.21,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.26665304454434,
|
|
"&s-exit_signal": 0.33142623620760114,
|
|
"&s-future_volatility": 0.4489170412750306,
|
|
"&-optimal_trailing_stop": 0.0036839552069835167,
|
|
"&s-stoploss_risk": 0.2096444626072742
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769435824",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769435824"
|
|
}
|
|
},
|
|
"CHZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.493,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.527,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.598,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.011,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.006,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CHZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4928483857785043,
|
|
"&s-exit_signal": 0.5271761340416837,
|
|
"&s-future_volatility": 0.5984879444217409,
|
|
"&-optimal_trailing_stop": 0.011003438390279967,
|
|
"&s-stoploss_risk": 1.0057212913771965
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769428868",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769428868"
|
|
}
|
|
},
|
|
"CORE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.607,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.503,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0082,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.753,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CORE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6073544433094995,
|
|
"&s-exit_signal": 0.503370786516854,
|
|
"&s-future_volatility": 0.5722165474974463,
|
|
"&-optimal_trailing_stop": 0.008209699584938808,
|
|
"&s-stoploss_risk": 0.7526046986721144
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769208647",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769208647"
|
|
}
|
|
},
|
|
"CRO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.353,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CRO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39865003068112087,
|
|
"&s-exit_signal": 0.41521783595827366,
|
|
"&s-future_volatility": 0.4027408467989364,
|
|
"&-optimal_trailing_stop": 0.004564941803030084,
|
|
"&s-stoploss_risk": 0.3526283493556965
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769035585",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769035585"
|
|
}
|
|
},
|
|
"CRV/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.561,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.58,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.453,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0074,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.679,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CRV/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5611848825331971,
|
|
"&s-exit_signal": 0.5795709908069459,
|
|
"&s-future_volatility": 0.4533197139938713,
|
|
"&-optimal_trailing_stop": 0.0073927695602945005,
|
|
"&s-stoploss_risk": 0.678855975485189
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769211615",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769211615"
|
|
}
|
|
},
|
|
"DAI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0021,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DAI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.0,
|
|
"&s-exit_signal": 0.0,
|
|
"&s-future_volatility": 0.5282294489611563,
|
|
"&-optimal_trailing_stop": 0.0020564511791888378,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769383553",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769383553"
|
|
}
|
|
},
|
|
"DOGE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.404,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0055,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.454,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOGE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4365679264555669,
|
|
"&s-exit_signal": 0.4365679264555669,
|
|
"&s-future_volatility": 0.4044943820224719,
|
|
"&-optimal_trailing_stop": 0.005465497360984575,
|
|
"&s-stoploss_risk": 0.45352400408580185
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769429067",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769429067"
|
|
}
|
|
},
|
|
"DOT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.426,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.578,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0066,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.611,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48447078054760934,
|
|
"&s-exit_signal": 0.4260318757662444,
|
|
"&s-future_volatility": 0.5784634246015529,
|
|
"&-optimal_trailing_stop": 0.006615056240992601,
|
|
"&s-stoploss_risk": 0.6105435226808337
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769429214",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769429214"
|
|
}
|
|
},
|
|
"ETC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.581,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.443,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.482,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5812053115423902,
|
|
"&s-exit_signal": 0.4433094994892748,
|
|
"&s-future_volatility": 0.436976506639428,
|
|
"&-optimal_trailing_stop": 0.005070900929302312,
|
|
"&s-stoploss_risk": 0.4821246169560776
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769211421",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769211421"
|
|
}
|
|
},
|
|
"ETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.465,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.456,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.395,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4024514811031665,
|
|
"&s-exit_signal": 0.4647599591419816,
|
|
"&s-future_volatility": 0.45617977528089887,
|
|
"&-optimal_trailing_stop": 0.00508764156891246,
|
|
"&s-stoploss_risk": 0.3953013278855976
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769429432",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769429432"
|
|
}
|
|
},
|
|
"FIL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.554,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.579,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.474,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0079,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.723,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "FIL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5543522680833673,
|
|
"&s-exit_signal": 0.5794850837760523,
|
|
"&s-future_volatility": 0.4744585206375153,
|
|
"&-optimal_trailing_stop": 0.007862586431488423,
|
|
"&s-stoploss_risk": 0.7227217000408663
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769435298",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769435298"
|
|
}
|
|
},
|
|
"ICP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.56,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.404,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0128,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.058,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ICP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5597548518896833,
|
|
"&s-exit_signal": 0.5358529111338101,
|
|
"&s-future_volatility": 0.4042900919305414,
|
|
"&-optimal_trailing_stop": 0.012797895576801986,
|
|
"&s-stoploss_risk": 1.0582226762002043
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769295351",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ICP_1769295351"
|
|
}
|
|
},
|
|
"IP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.539,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.591,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.408,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0171,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.384,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "IP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5389172625127682,
|
|
"&s-exit_signal": 0.5910112359550562,
|
|
"&s-future_volatility": 0.4083758937691522,
|
|
"&-optimal_trailing_stop": 0.017080106182083162,
|
|
"&s-stoploss_risk": 1.3838610827374873
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769384836",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769384836"
|
|
}
|
|
},
|
|
"KAITO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.417,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.501,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.489,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0102,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.943,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "KAITO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41663261136085,
|
|
"&s-exit_signal": 0.5010216591744994,
|
|
"&s-future_volatility": 0.48937474458520636,
|
|
"&-optimal_trailing_stop": 0.010150080101044064,
|
|
"&s-stoploss_risk": 0.9427870862280343
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769429559",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769429559"
|
|
}
|
|
},
|
|
"LINEA/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.422,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.42,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.009,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.812,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LINEA/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42247191011235957,
|
|
"&s-exit_signal": 0.43289070480081715,
|
|
"&s-future_volatility": 0.4202247191011236,
|
|
"&-optimal_trailing_stop": 0.008983019223051938,
|
|
"&s-stoploss_risk": 0.8120531154239019
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769383761",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINEA_1769383761"
|
|
}
|
|
},
|
|
"LINK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.487,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.548,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.432,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0052,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.413,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LINK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48671843073150795,
|
|
"&s-exit_signal": 0.5484266448712709,
|
|
"&s-future_volatility": 0.4323661626481406,
|
|
"&-optimal_trailing_stop": 0.005183723079186336,
|
|
"&s-stoploss_risk": 0.41336330200245197
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769429776",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769429776"
|
|
}
|
|
},
|
|
"LTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.555,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.56,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.578,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.547,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5546475995914198,
|
|
"&s-exit_signal": 0.5603677221654749,
|
|
"&s-future_volatility": 0.5777323799795709,
|
|
"&-optimal_trailing_stop": 0.006234678318093945,
|
|
"&s-stoploss_risk": 0.5474974463738509
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769430150",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769430150"
|
|
}
|
|
},
|
|
"MASK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.561,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.584,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.619,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "MASK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5608757929199918,
|
|
"&s-exit_signal": 0.4331900961735216,
|
|
"&s-future_volatility": 0.5835891139758543,
|
|
"&-optimal_trailing_stop": 0.006234958590748064,
|
|
"&s-stoploss_risk": 0.6193984039287906
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769430522",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769430522"
|
|
}
|
|
},
|
|
"NEAR/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.295,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.671,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.998,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0069,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.374,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "NEAR/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.29499489274770174,
|
|
"&s-exit_signal": 0.6708886618998978,
|
|
"&s-future_volatility": 0.9977528089887641,
|
|
"&-optimal_trailing_stop": 0.006919196448364287,
|
|
"&s-stoploss_risk": 0.3740551583248212
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768813872",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-NEAR_1768813872"
|
|
}
|
|
},
|
|
"ONDO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.59,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0071,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.676,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ONDO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5954229668982427,
|
|
"&s-exit_signal": 0.5941969758888435,
|
|
"&s-future_volatility": 0.589906007355946,
|
|
"&-optimal_trailing_stop": 0.007096762785326173,
|
|
"&s-stoploss_risk": 0.6763383735185942
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769212495",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769212495"
|
|
}
|
|
},
|
|
"PENGU/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.352,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.42,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0085,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.799,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PENGU/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3518594196975889,
|
|
"&s-exit_signal": 0.41969758888434816,
|
|
"&s-future_volatility": 0.4628116060482223,
|
|
"&-optimal_trailing_stop": 0.008516401258588567,
|
|
"&s-stoploss_risk": 0.7987331426236207
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769431702",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1769431702"
|
|
}
|
|
},
|
|
"PEPE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.524,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.438,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.455,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0081,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.778,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PEPE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5244126659856997,
|
|
"&s-exit_signal": 0.43779366700715017,
|
|
"&s-future_volatility": 0.4549540347293156,
|
|
"&-optimal_trailing_stop": 0.008132994363250943,
|
|
"&s-stoploss_risk": 0.7779366700715016
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769432337",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769432337"
|
|
}
|
|
},
|
|
"PI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.379,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.456,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0048,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.337,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.37923988557417243,
|
|
"&s-exit_signal": 0.45606865549652637,
|
|
"&s-future_volatility": 0.5931753167143441,
|
|
"&-optimal_trailing_stop": 0.004756562245203575,
|
|
"&s-stoploss_risk": 0.3371475275847977
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769435119",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769435119"
|
|
}
|
|
},
|
|
"POL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.442,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.009,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.829,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "POL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.409805924412666,
|
|
"&s-exit_signal": 0.42349336057201226,
|
|
"&s-future_volatility": 0.44187946884576096,
|
|
"&-optimal_trailing_stop": 0.008952026474148623,
|
|
"&s-stoploss_risk": 0.8294177732379979
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769212176",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769212176"
|
|
}
|
|
},
|
|
"PUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.53,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.478,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0124,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.078,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5276813074565884,
|
|
"&s-exit_signal": 0.5295199182839633,
|
|
"&s-future_volatility": 0.4780388151174668,
|
|
"&-optimal_trailing_stop": 0.01244420355630441,
|
|
"&s-stoploss_risk": 1.078038815117467
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769431919",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769431919"
|
|
}
|
|
},
|
|
"SAFE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.553,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.563,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0139,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.096,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAFE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5525562372188139,
|
|
"&s-exit_signal": 0.5625766871165644,
|
|
"&s-future_volatility": 0.39918200408997956,
|
|
"&-optimal_trailing_stop": 0.013861888356212536,
|
|
"&s-stoploss_risk": 1.0959100204498977
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769208317",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769208317"
|
|
}
|
|
},
|
|
"SAND/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.613,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.534,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0116,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.941,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAND/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6134831460674157,
|
|
"&s-exit_signal": 0.5338100102145046,
|
|
"&s-future_volatility": 0.409805924412666,
|
|
"&-optimal_trailing_stop": 0.011559901275947035,
|
|
"&s-stoploss_risk": 0.9409601634320736
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769208831",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769208831"
|
|
}
|
|
},
|
|
"SHIB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.516,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.439,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.48,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SHIB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5164453524004086,
|
|
"&s-exit_signal": 0.43861082737487234,
|
|
"&s-future_volatility": 0.47967313585291116,
|
|
"&-optimal_trailing_stop": 0.005840551084611048,
|
|
"&s-stoploss_risk": 0.5278855975485189
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769380829",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769380829"
|
|
}
|
|
},
|
|
"SKY/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0055,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.488,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SKY/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4064489628260423,
|
|
"&s-exit_signal": 0.39926062846580407,
|
|
"&s-future_volatility": 0.4017252002464572,
|
|
"&-optimal_trailing_stop": 0.005485798723241254,
|
|
"&s-stoploss_risk": 0.4875744506058739
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769208131",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769208131"
|
|
}
|
|
},
|
|
"SNX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.416,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.366,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SNX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4095411360420457,
|
|
"&s-exit_signal": 0.41580756013745707,
|
|
"&s-future_volatility": 0.36587831008692134,
|
|
"&-optimal_trailing_stop": 0.007954790642541959,
|
|
"&s-stoploss_risk": 0.4728118051344249
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768779269",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SNX_1768779269"
|
|
}
|
|
},
|
|
"SOL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.479,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.486,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0049,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.351,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SOL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4153217568947906,
|
|
"&s-exit_signal": 0.4794688457609806,
|
|
"&s-future_volatility": 0.4858018386108274,
|
|
"&-optimal_trailing_stop": 0.004874213045509546,
|
|
"&s-stoploss_risk": 0.3507660878447395
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769432662",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769432662"
|
|
}
|
|
},
|
|
"STETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.426,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0035,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.27,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "STETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4258434118395926,
|
|
"&s-exit_signal": 0.4092934436664545,
|
|
"&s-future_volatility": 0.4007001909611712,
|
|
"&-optimal_trailing_stop": 0.0034995409576675197,
|
|
"&s-stoploss_risk": 0.2698917886696372
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769035366",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366"
|
|
}
|
|
},
|
|
"STRK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.408,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.414,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.703,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "STRK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4076420106252554,
|
|
"&s-exit_signal": 0.40559869227625667,
|
|
"&s-future_volatility": 0.4143849611769514,
|
|
"&-optimal_trailing_stop": 0.007955117588362936,
|
|
"&s-stoploss_risk": 0.703310175725378
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769294902",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STRK_1769294902"
|
|
}
|
|
},
|
|
"SUI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.396,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.49,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0068,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.59,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SUI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39619942787086226,
|
|
"&s-exit_signal": 0.4901920719248059,
|
|
"&s-future_volatility": 0.4630159378831222,
|
|
"&-optimal_trailing_stop": 0.00681266740317635,
|
|
"&s-stoploss_risk": 0.5901103391908459
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434073",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769434073"
|
|
}
|
|
},
|
|
"TON/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.516,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.566,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.5,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TON/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5164453524004086,
|
|
"&s-exit_signal": 0.5656792645556691,
|
|
"&s-future_volatility": 0.40919305413687435,
|
|
"&-optimal_trailing_stop": 0.005765103783873114,
|
|
"&s-stoploss_risk": 0.5001021450459653
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769432884",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769432884"
|
|
}
|
|
},
|
|
"TRB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.545,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.407,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0061,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.64,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5450988467874794,
|
|
"&s-exit_signal": 0.5712520593080724,
|
|
"&s-future_volatility": 0.40671334431630973,
|
|
"&-optimal_trailing_stop": 0.006133467470564396,
|
|
"&s-stoploss_risk": 0.6402388797364086
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433092",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769433092"
|
|
}
|
|
},
|
|
"TRUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.453,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.352,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4231712300776461,
|
|
"&s-exit_signal": 0.4532080098079281,
|
|
"&s-future_volatility": 0.403351042092358,
|
|
"&-optimal_trailing_stop": 0.004627029585200374,
|
|
"&s-stoploss_risk": 0.3518594196975889
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433306",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769433306"
|
|
}
|
|
},
|
|
"TRX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.359,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.414,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0036,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.209,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.409805924412666,
|
|
"&s-exit_signal": 0.35873340143003063,
|
|
"&s-future_volatility": 0.4138917262512768,
|
|
"&-optimal_trailing_stop": 0.0035893127352625478,
|
|
"&s-stoploss_risk": 0.20858018386108274
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433479",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769433479"
|
|
}
|
|
},
|
|
"UNI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.46,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0059,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.539,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "UNI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5356486210418795,
|
|
"&s-exit_signal": 0.46046986721144023,
|
|
"&s-future_volatility": 0.4016343207354443,
|
|
"&-optimal_trailing_stop": 0.005946985209124271,
|
|
"&s-stoploss_risk": 0.5391215526046986
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433621",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769433621"
|
|
}
|
|
},
|
|
"USD1/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.002,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "USD1/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.0,
|
|
"&s-exit_signal": 0.0,
|
|
"&s-future_volatility": 0.40170278637770895,
|
|
"&-optimal_trailing_stop": 0.0020348297213622297,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769294777",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USD1_1769294777"
|
|
}
|
|
},
|
|
"USDG/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.527,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.002,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "USDG/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.0,
|
|
"&s-exit_signal": 0.0,
|
|
"&s-future_volatility": 0.5274003623188406,
|
|
"&-optimal_trailing_stop": 0.002030570652173913,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769432545",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769432545"
|
|
}
|
|
},
|
|
"W/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.397,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.396,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.413,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.741,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "W/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.396608091540662,
|
|
"&s-exit_signal": 0.3959950960359624,
|
|
"&s-future_volatility": 0.41275030649775235,
|
|
"&-optimal_trailing_stop": 0.007988409465131359,
|
|
"&s-stoploss_risk": 0.7413158970167553
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769431327",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-W_1769431327"
|
|
}
|
|
},
|
|
"WLD/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.585,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.007,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.66,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41470888661899896,
|
|
"&s-exit_signal": 0.5846782431052094,
|
|
"&s-future_volatility": 0.595097037793667,
|
|
"&-optimal_trailing_stop": 0.007042834347648819,
|
|
"&s-stoploss_risk": 0.6602655771195097
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769432143",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769432143"
|
|
}
|
|
},
|
|
"WLFI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.589,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.582,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.592,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0072,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.617,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLFI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5887640449438202,
|
|
"&s-exit_signal": 0.5824310520939734,
|
|
"&s-future_volatility": 0.5920326864147089,
|
|
"&-optimal_trailing_stop": 0.007211304509700261,
|
|
"&s-stoploss_risk": 0.616956077630235
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433786",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769433786"
|
|
}
|
|
},
|
|
"XAUT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.219,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.147,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.599,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0028,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.065,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XAUT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.21899897854954034,
|
|
"&s-exit_signal": 0.1470888661899898,
|
|
"&s-future_volatility": 0.5985699693564862,
|
|
"&-optimal_trailing_stop": 0.0027873179431103386,
|
|
"&s-stoploss_risk": 0.06496424923391216
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769433943",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769433943"
|
|
}
|
|
},
|
|
"XLM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.548,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.499,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XLM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5484266448712709,
|
|
"&s-exit_signal": 0.49877400899060076,
|
|
"&s-future_volatility": 0.46710257458111976,
|
|
"&-optimal_trailing_stop": 0.006160178954778895,
|
|
"&s-stoploss_risk": 0.5279934613812832
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769381199",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769381199"
|
|
}
|
|
},
|
|
"XPL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.443,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.408,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0093,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.865,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XPL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39877425944841677,
|
|
"&s-exit_signal": 0.4431052093973442,
|
|
"&s-future_volatility": 0.4077630234933606,
|
|
"&-optimal_trailing_stop": 0.0092625425261205,
|
|
"&s-stoploss_risk": 0.8653728294177733
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434546",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769434546"
|
|
}
|
|
},
|
|
"XRP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.511,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.453,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0049,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.346,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XRP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.40028606456885985,
|
|
"&s-exit_signal": 0.5108295872496935,
|
|
"&s-future_volatility": 0.45341234164282795,
|
|
"&-optimal_trailing_stop": 0.004856644801304423,
|
|
"&s-stoploss_risk": 0.3463424601552922
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434245",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769434245"
|
|
}
|
|
},
|
|
"XTZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.733,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XTZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4229038854805726,
|
|
"&s-exit_signal": 0.41451942740286296,
|
|
"&s-future_volatility": 0.4026584867075665,
|
|
"&-optimal_trailing_stop": 0.008036144489850424,
|
|
"&s-stoploss_risk": 0.7331288343558282
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769121762",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XTZ_1769121762"
|
|
}
|
|
},
|
|
"ZRO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.517,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0109,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.875,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ZRO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5173682059664896,
|
|
"&s-exit_signal": 0.5713118103800572,
|
|
"&s-future_volatility": 0.4086636697997548,
|
|
"&-optimal_trailing_stop": 0.010883229269275641,
|
|
"&s-stoploss_risk": 0.8747445852063751
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769434398",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1769434398"
|
|
}
|
|
}
|
|
},
|
|
"es_sync": {
|
|
"total_checked": 119,
|
|
"already_exists": 115,
|
|
"newly_added": 4,
|
|
"failed": 0,
|
|
"details": [
|
|
{
|
|
"pair": "BCH/USDT",
|
|
"timestamp": 1769435503,
|
|
"datetime": "2026-01-26T13:51:43",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "BNB/USDT",
|
|
"timestamp": 1769435675,
|
|
"datetime": "2026-01-26T13:54:35",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "BTC/USDT",
|
|
"timestamp": 1769435824,
|
|
"datetime": "2026-01-26T13:57:04",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "FIL/USDT",
|
|
"timestamp": 1769435298,
|
|
"datetime": "2026-01-26T13:48:18",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
}
|
|
]
|
|
}
|
|
} |