myTestFreqAI/tools/freqai_analysis_20260125_050005.json
zhangkun9038@dingtalk.com 3ee798c24e limit on live
2026-02-02 12:22:04 +08:00

2752 lines
80 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": 0.557,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.536,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ADA/USDT",
"labels_mean": {
"&s-entry_signal": 0.5573033707865168,
"&s-exit_signal": 0.4065372829417773,
"&s-future_volatility": 0.3989785495403473,
"&-optimal_trailing_stop": 0.006231225058431825,
"&s-stoploss_risk": 0.5356486210418795
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769309960",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769309960"
}
},
"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": 0.489,
"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": 0.467,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AVAX/USDT",
"labels_mean": {
"&s-entry_signal": 0.48876174908050674,
"&s-exit_signal": 0.5907233346955456,
"&s-future_volatility": 0.40314671025745813,
"&-optimal_trailing_stop": 0.005716806141340645,
"&s-stoploss_risk": 0.4668982427462199
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769310163",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769310163"
}
},
"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": 0.481,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.428,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.005,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.389,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BCH/USDT",
"labels_mean": {
"&s-entry_signal": 0.48148148148148145,
"&s-exit_signal": 0.47963986085533045,
"&s-future_volatility": 0.42766523429506853,
"&-optimal_trailing_stop": 0.0049647218446724605,
"&s-stoploss_risk": 0.3887865766318805
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769311004",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769311004"
}
},
"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": 0.692,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.486,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0119,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.94,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BIO/USDT",
"labels_mean": {
"&s-entry_signal": 0.6924805884756845,
"&s-exit_signal": 0.47425418880261544,
"&s-future_volatility": 0.4863097670617082,
"&-optimal_trailing_stop": 0.011915494859861176,
"&s-stoploss_risk": 0.940130772374336
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769316127",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1769316127"
}
},
"BNB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.389,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.364,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.588,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0038,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.22,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BNB/USDT",
"labels_mean": {
"&s-entry_signal": 0.3893769152196119,
"&s-exit_signal": 0.36363636363636365,
"&s-future_volatility": 0.5881511746680286,
"&-optimal_trailing_stop": 0.003840627719210352,
"&s-stoploss_risk": 0.22042900919305414
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769311515",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769311515"
}
},
"BTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.313,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.34,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.451,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0038,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.199,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.31324070290151207,
"&s-exit_signal": 0.340008173273396,
"&s-future_volatility": 0.45075602778912954,
"&-optimal_trailing_stop": 0.0037525769804527018,
"&s-stoploss_risk": 0.19942787086228034
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769311662",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769311662"
}
},
"CHZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.507,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.547,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.596,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0115,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.034,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CHZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.5067429505516959,
"&s-exit_signal": 0.546587658357172,
"&s-future_volatility": 0.5962402942378423,
"&-optimal_trailing_stop": 0.011529578903060252,
"&s-stoploss_risk": 1.0339190845933797
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769311823",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769311823"
}
},
"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": 0.53,
"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": 0.5296371422132071,
"&-optimal_trailing_stop": 0.0020583650713203007,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769316470",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769316470"
}
},
"DOGE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.476,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.456,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOGE/USDT",
"labels_mean": {
"&s-entry_signal": 0.47609317531671436,
"&s-exit_signal": 0.45259501430322846,
"&s-future_volatility": 0.40580302411115654,
"&-optimal_trailing_stop": 0.005619069506736271,
"&s-stoploss_risk": 0.4564773191663261
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769312026",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769312026"
}
},
"DOT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.512,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.007,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.625,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOT/USDT",
"labels_mean": {
"&s-entry_signal": 0.5124642419288925,
"&s-exit_signal": 0.4419697588884348,
"&s-future_volatility": 0.5813240702901512,
"&-optimal_trailing_stop": 0.007008018094708192,
"&s-stoploss_risk": 0.624846751123825
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769312175",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769312175"
}
},
"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": 0.432,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.459,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0052,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.381,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.431753167143441,
"&s-exit_signal": 0.4744585206375153,
"&s-future_volatility": 0.4585206375153249,
"&-optimal_trailing_stop": 0.005196931702037366,
"&s-stoploss_risk": 0.3812832039231712
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769312380",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769312380"
}
},
"FIL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.598,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0081,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.712,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "FIL/USDT",
"labels_mean": {
"&s-entry_signal": 0.5895812053115423,
"&s-exit_signal": 0.5981613891726252,
"&s-future_volatility": 0.46782431052093976,
"&-optimal_trailing_stop": 0.008098039478262646,
"&s-stoploss_risk": 0.7115423901940756
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769310799",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769310799"
}
},
"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": 0.557,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.601,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0176,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.406,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "IP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5570990806945864,
"&s-exit_signal": 0.6012257405515833,
"&s-future_volatility": 0.40265577119509705,
"&-optimal_trailing_stop": 0.017611345782805307,
"&s-stoploss_risk": 1.4061287027579163
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769311190",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769311190"
}
},
"KAITO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.508,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.483,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0106,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.961,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "KAITO/USDT",
"labels_mean": {
"&s-entry_signal": 0.4065372829417773,
"&s-exit_signal": 0.5080694586312564,
"&s-future_volatility": 0.48273748723186927,
"&-optimal_trailing_stop": 0.010601399727740358,
"&s-stoploss_risk": 0.9613891726251277
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769312519",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769312519"
}
},
"LINEA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.412,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.42,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.417,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0088,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.782,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINEA/USDT",
"labels_mean": {
"&s-entry_signal": 0.4122574055158325,
"&s-exit_signal": 0.42042900919305415,
"&s-future_volatility": 0.41716036772216547,
"&-optimal_trailing_stop": 0.00879143856874362,
"&s-stoploss_risk": 0.7822267620020429
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769316765",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINEA_1769316765"
}
},
"LINK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.525,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.559,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.432,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0053,
"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": 0.5253371475275848,
"&s-exit_signal": 0.5586432366162648,
"&s-future_volatility": 0.43154883530854105,
"&-optimal_trailing_stop": 0.005259147155715171,
"&s-stoploss_risk": 0.4131589701675521
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769312754",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769312754"
}
},
"LTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.587,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.595,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.585,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0065,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.575,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5869254341164454,
"&s-exit_signal": 0.595097037793667,
"&s-future_volatility": 0.5854954034729316,
"&-optimal_trailing_stop": 0.0065121620591956095,
"&s-stoploss_risk": 0.5748723186925434
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313007",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769313007"
}
},
"MASK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.585,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.432,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.582,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0066,
"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": 0.584816861059955,
"&s-exit_signal": 0.4321669736034377,
"&s-future_volatility": 0.5823613668917537,
"&-optimal_trailing_stop": 0.0065617171305203375,
"&s-stoploss_risk": 0.6193984039287906
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313194",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769313194"
}
},
"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": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.483,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.998,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0097,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.612,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PENGU/USDT",
"labels_mean": {
"&s-entry_signal": 0.41540662035145076,
"&s-exit_signal": 0.48304045770331017,
"&s-future_volatility": 0.9975480179812015,
"&-optimal_trailing_stop": 0.009720207554481025,
"&s-stoploss_risk": 0.6121781773600327
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768808170",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1768808170"
}
},
"PEPE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.55,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.448,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.449,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0084,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.793,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PEPE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5503575076608784,
"&s-exit_signal": 0.44800817160367723,
"&s-future_volatility": 0.4488253319713994,
"&-optimal_trailing_stop": 0.008385484762572427,
"&s-stoploss_risk": 0.7932584269662921
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313360",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769313360"
}
},
"PI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.377,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.419,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.314,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PI/USDT",
"labels_mean": {
"&s-entry_signal": 0.37678790355537395,
"&s-exit_signal": 0.4192889252145484,
"&s-future_volatility": 0.5937883122190437,
"&-optimal_trailing_stop": 0.004647073858515051,
"&s-stoploss_risk": 0.3138536984062117
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769310579",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769310579"
}
},
"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": 0.566,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.535,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.471,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0133,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.104,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5656792645556691,
"&s-exit_signal": 0.5346271705822268,
"&s-future_volatility": 0.4710929519918284,
"&-optimal_trailing_stop": 0.013326165110528617,
"&s-stoploss_risk": 1.1039836567926455
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769037434",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769037434"
}
},
"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": 0.542,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.476,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.512,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SHIB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5417773237997957,
"&s-exit_signal": 0.43289070480081715,
"&s-future_volatility": 0.4757916241062308,
"&-optimal_trailing_stop": 0.005878052166076395,
"&s-stoploss_risk": 0.5117466802860061
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313509",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769313509"
}
},
"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": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.505,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.487,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.367,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SOL/USDT",
"labels_mean": {
"&s-entry_signal": 0.47231869254341163,
"&s-exit_signal": 0.5052093973442288,
"&s-future_volatility": 0.48682328907048006,
"&-optimal_trailing_stop": 0.005127414013122606,
"&s-stoploss_risk": 0.36710929519918284
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313917",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769313917"
}
},
"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": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.514,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.616,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SUI/USDT",
"labels_mean": {
"&s-entry_signal": 0.40457703310175724,
"&s-exit_signal": 0.5138945647731916,
"&s-future_volatility": 0.46669391091132,
"&-optimal_trailing_stop": 0.007207731008171963,
"&s-stoploss_risk": 0.6162648140580302
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769315295",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769315295"
}
},
"TON/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.539,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.569,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.516,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TON/USDT",
"labels_mean": {
"&s-entry_signal": 0.538508682328907,
"&s-exit_signal": 0.5687436159346272,
"&s-future_volatility": 0.4083758937691522,
"&-optimal_trailing_stop": 0.005876144308396855,
"&s-stoploss_risk": 0.515832482124617
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314079",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769314079"
}
},
"TRB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.583,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.592,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0065,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.646,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5833333333333334,
"&s-exit_signal": 0.5915637860082305,
"&s-future_volatility": 0.40102880658436213,
"&-optimal_trailing_stop": 0.006470550176427398,
"&s-stoploss_risk": 0.645679012345679
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314251",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769314251"
}
},
"TRUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0048,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.36,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.44719101123595506,
"&s-exit_signal": 0.4665985699693565,
"&s-future_volatility": 0.4040858018386108,
"&-optimal_trailing_stop": 0.004762590169902605,
"&s-stoploss_risk": 0.36036772216547497
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314407",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769314407"
}
},
"TRX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.431,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.345,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.414,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.185,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4311401716387413,
"&s-exit_signal": 0.3447078054760932,
"&s-future_volatility": 0.4139762975071516,
"&-optimal_trailing_stop": 0.003499637496649447,
"&s-stoploss_risk": 0.18532897425418882
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314545",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769314545"
}
},
"UNI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.568,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0061,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.543,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "UNI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5682468328565591,
"&s-exit_signal": 0.47159787494891703,
"&s-future_volatility": 0.4023293829178586,
"&-optimal_trailing_stop": 0.006106158855752728,
"&s-stoploss_risk": 0.5427053534940743
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314705",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769314705"
}
},
"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": 0.525,
"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": 0.5250056573885494,
"&-optimal_trailing_stop": 0.002031907671418873,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313674",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769313674"
}
},
"WLD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.658,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLD/USDT",
"labels_mean": {
"&s-entry_signal": 0.4640375970576216,
"&s-exit_signal": 0.5903146710257459,
"&s-future_volatility": 0.5991009399264405,
"&-optimal_trailing_stop": 0.007196235898139247,
"&s-stoploss_risk": 0.658357172047405
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769295978",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769295978"
}
},
"WLFI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.575,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.597,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0074,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.628,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLFI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5747854515733551,
"&s-exit_signal": 0.5911319983653454,
"&s-future_volatility": 0.5974662852472415,
"&-optimal_trailing_stop": 0.007412489202104107,
"&s-stoploss_risk": 0.6275030649775235
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769314898",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769314898"
}
},
"XAUT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.215,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.165,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.598,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0028,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.066,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XAUT/USDT",
"labels_mean": {
"&s-entry_signal": 0.21454842664487128,
"&s-exit_signal": 0.16489579076420105,
"&s-future_volatility": 0.5978749489170413,
"&-optimal_trailing_stop": 0.0027930678755026307,
"&s-stoploss_risk": 0.06559051900286064
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769315092",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769315092"
}
},
"XLM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.575,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.489,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.47,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.511,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XLM/USDT",
"labels_mean": {
"&s-entry_signal": 0.5747854515733551,
"&s-exit_signal": 0.48876174908050674,
"&s-future_volatility": 0.4701675521046179,
"&-optimal_trailing_stop": 0.006153799261881107,
"&s-stoploss_risk": 0.5106252554147936
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769313752",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769313752"
}
},
"XPL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.451,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0094,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.878,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XPL/USDT",
"labels_mean": {
"&s-entry_signal": 0.40572012257405515,
"&s-exit_signal": 0.4512768130745659,
"&s-future_volatility": 0.40469867211440247,
"&-optimal_trailing_stop": 0.00943196402278682,
"&s-stoploss_risk": 0.8782431052093973
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769316577",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769316577"
}
},
"XRP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.455,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.551,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.455,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.367,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XRP/USDT",
"labels_mean": {
"&s-entry_signal": 0.45525132815692687,
"&s-exit_signal": 0.5510829587249694,
"&s-future_volatility": 0.45545565999182674,
"&-optimal_trailing_stop": 0.0051428205415283935,
"&s-stoploss_risk": 0.36718430731507967
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769315476",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769315476"
}
},
"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": 0.527,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.526,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.01,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.784,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ZRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5268641470888662,
"&s-exit_signal": 0.5256384065372829,
"&s-future_volatility": 0.4063329928498468,
"&-optimal_trailing_stop": 0.00996027210350938,
"&s-stoploss_risk": 0.7836567926455567
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769316280",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1769316280"
}
}
},
"es_sync": {
"total_checked": 115,
"already_exists": 113,
"newly_added": 2,
"failed": 0,
"details": [
{
"pair": "LINEA/USDT",
"timestamp": 1769316765,
"datetime": "2026-01-25T04:52:45",
"index": "2026.01",
"action": "added"
},
{
"pair": "XPL/USDT",
"timestamp": 1769316577,
"datetime": "2026-01-25T04:49:37",
"index": "2026.01",
"action": "added"
}
]
}
}