myTestFreqAI/tools/freqai_analysis_20260122_040008.json
zhangkun9038@dingtalk.com 3ee798c24e limit on live
2026-02-02 12:22:04 +08:00

2477 lines
72 KiB
JSON

{
"analysis": {
"AAVE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.506,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AAVE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5064351378958121,
"&s-exit_signal": 0.4038815117466803,
"&s-future_volatility": 0.4733401430030644,
"&-optimal_trailing_stop": 0.005573725796332339,
"&s-stoploss_risk": 0.44719101123595506
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769048400",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769048400"
}
},
"ADA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.638,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.4,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.319,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ADA/USDT",
"labels_mean": {
"&s-entry_signal": 0.5718079673135853,
"&s-exit_signal": 0.6379979570990807,
"&s-future_volatility": 0.4,
"&-optimal_trailing_stop": 0.006392503573613481,
"&s-stoploss_risk": 0.31889683350357506
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768811211",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1768811211"
}
},
"ATOM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.437,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0066,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.553,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ATOM/USDT",
"labels_mean": {
"&s-entry_signal": 0.4008171603677222,
"&s-exit_signal": 0.40306435137895813,
"&s-future_volatility": 0.4365679264555669,
"&-optimal_trailing_stop": 0.0065695017373147875,
"&s-stoploss_risk": 0.5528089887640449
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769053085",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769053085"
}
},
"AVAX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.502,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.556,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.256,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AVAX/USDT",
"labels_mean": {
"&s-entry_signal": 0.5023493360572012,
"&s-exit_signal": 0.5562819203268642,
"&s-future_volatility": 0.40531154239019407,
"&-optimal_trailing_stop": 0.005560226010513072,
"&s-stoploss_risk": 0.25638406537282943
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768811359",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1768811359"
}
},
"BARD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.459,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.4,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0097,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.783,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BARD/USDT",
"labels_mean": {
"&s-entry_signal": 0.4681242337556191,
"&s-exit_signal": 0.4585206375153249,
"&s-future_volatility": 0.39967306906416017,
"&-optimal_trailing_stop": 0.009737719302277247,
"&s-stoploss_risk": 0.7825909276665305
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050266",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769050266"
}
},
"BCH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.421,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BCH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4734042553191489,
"&s-exit_signal": 0.47176759410801966,
"&s-future_volatility": 0.42103109656301146,
"&-optimal_trailing_stop": 0.005134066673842265,
"&s-stoploss_risk": 0.4024140752864157
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769049144",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769049144"
}
},
"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": 0.271,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.413,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.489,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0075,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BIO/USDT",
"labels_mean": {
"&s-entry_signal": 0.27088866189989785,
"&s-exit_signal": 0.4128702757916241,
"&s-future_volatility": 0.4888661899897855,
"&-optimal_trailing_stop": 0.007474090597899455,
"&s-stoploss_risk": 0.4804902962206333
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768807959",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1768807959"
}
},
"BNB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.387,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.341,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.596,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0034,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.157,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BNB/USDT",
"labels_mean": {
"&s-entry_signal": 0.3865168539325843,
"&s-exit_signal": 0.34055158324821244,
"&s-future_volatility": 0.5959141981613891,
"&-optimal_trailing_stop": 0.0034346499670882117,
"&s-stoploss_risk": 0.15730337078651685
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050383",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769050383"
}
},
"BTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.262,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.272,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0033,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.135,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.2621577441765427,
"&s-exit_signal": 0.27196567225173685,
"&s-future_volatility": 0.4638332652227217,
"&-optimal_trailing_stop": 0.0033072014690276566,
"&s-stoploss_risk": 0.13465467919901922
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050488",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769050488"
}
},
"CHZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.544,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.492,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.593,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0112,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.944,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CHZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.5444330949948928,
"&s-exit_signal": 0.49152196118488256,
"&s-future_volatility": 0.592849846782431,
"&-optimal_trailing_stop": 0.0111957543641275,
"&s-stoploss_risk": 0.9442288049029622
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050611",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769050611"
}
},
"CORE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.451,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.571,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0073,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.661,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CORE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5908069458631257,
"&s-exit_signal": 0.4514811031664964,
"&s-future_volatility": 0.5711950970377937,
"&-optimal_trailing_stop": 0.00733466243658669,
"&s-stoploss_risk": 0.6608784473953013
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050070",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769050070"
}
},
"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": 0.547,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.551,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.462,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0068,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.604,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRV/USDT",
"labels_mean": {
"&s-entry_signal": 0.5466802860061287,
"&s-exit_signal": 0.5511746680286006,
"&s-future_volatility": 0.46230847803881514,
"&-optimal_trailing_stop": 0.006779220025078082,
"&s-stoploss_risk": 0.6042900919305414
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769052943",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769052943"
}
},
"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": 0.4,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-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": 0.3998180577666591,
"&-optimal_trailing_stop": 0.0020602881723479597,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769038498",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769038498"
}
},
"DOGE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.455,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0053,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOGE/USDT",
"labels_mean": {
"&s-entry_signal": 0.4553626149131767,
"&s-exit_signal": 0.41470888661899896,
"&s-future_volatility": 0.40469867211440247,
"&-optimal_trailing_stop": 0.005315852138005389,
"&s-stoploss_risk": 0.41103166496424925
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050738",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769050738"
}
},
"DOT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.513,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0067,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.575,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOT/USDT",
"labels_mean": {
"&s-entry_signal": 0.5134859011033919,
"&s-exit_signal": 0.40988966080915407,
"&s-future_volatility": 0.5813240702901512,
"&-optimal_trailing_stop": 0.006668639042255193,
"&s-stoploss_risk": 0.5753984470780548
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050877",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769050877"
}
},
"ETC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.564,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.44,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0047,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5640237656217988,
"&s-exit_signal": 0.4105716041794714,
"&s-future_volatility": 0.44027863142798607,
"&-optimal_trailing_stop": 0.004659292177533742,
"&s-stoploss_risk": 0.41528375332923584
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769052776",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769052776"
}
},
"ETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.379,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.368,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0041,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.252,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.3788312219043727,
"&s-exit_signal": 0.3680016346546792,
"&s-future_volatility": 0.43277482631794034,
"&-optimal_trailing_stop": 0.004146053693327373,
"&s-stoploss_risk": 0.2515324887617491
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051008",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769051008"
}
},
"FIL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.697,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.673,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.461,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.422,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "FIL/USDT",
"labels_mean": {
"&s-entry_signal": 0.6970377936670071,
"&s-exit_signal": 0.6725229826353422,
"&s-future_volatility": 0.46149131767109297,
"&-optimal_trailing_stop": 0.007877047251079359,
"&s-stoploss_risk": 0.42247191011235957
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768813120",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1768813120"
}
},
"IP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.564,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.354,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0166,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.245,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "IP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5805067429505517,
"&s-exit_signal": 0.5639558643236616,
"&s-future_volatility": 0.3539027380465877,
"&-optimal_trailing_stop": 0.016555057335154676,
"&s-stoploss_risk": 1.2454025337147527
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769049967",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769049967"
}
},
"KAITO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.455,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.478,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0104,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.908,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "KAITO/USDT",
"labels_mean": {
"&s-entry_signal": 0.4549171948476794,
"&s-exit_signal": 0.46718462482109996,
"&s-future_volatility": 0.4782253117971785,
"&-optimal_trailing_stop": 0.010442912327611097,
"&s-stoploss_risk": 0.9084031895317931
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051238",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769051238"
}
},
"LINK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.522,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.506,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.434,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0047,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.339,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINK/USDT",
"labels_mean": {
"&s-entry_signal": 0.5220678381691868,
"&s-exit_signal": 0.5055169595422967,
"&s-future_volatility": 0.43440948099713933,
"&-optimal_trailing_stop": 0.004724812046130143,
"&s-stoploss_risk": 0.3391908459337965
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051387",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769051387"
}
},
"LTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.557,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.513,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5566905005107252,
"&s-exit_signal": 0.5887640449438202,
"&s-future_volatility": 0.590194075587334,
"&-optimal_trailing_stop": 0.006152850331343081,
"&s-stoploss_risk": 0.5127681307456589
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051500",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769051500"
}
},
"MASK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.586,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.006,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.577,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "MASK/USDT",
"labels_mean": {
"&s-entry_signal": 0.5858399836300389,
"&s-exit_signal": 0.41088602414569264,
"&s-future_volatility": 0.5944342132187436,
"&-optimal_trailing_stop": 0.00600826769387343,
"&s-stoploss_risk": 0.5770411295273173
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051605",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769051605"
}
},
"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": 0.592,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.6,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.598,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.583,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ONDO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5915406620351451,
"&s-exit_signal": 0.6003269309358398,
"&s-future_volatility": 0.5980792807519412,
"&-optimal_trailing_stop": 0.006377067347465761,
"&s-stoploss_risk": 0.5827543931344503
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769054095",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769054095"
}
},
"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": 0.551,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.454,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.743,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PEPE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5506742950551696,
"&s-exit_signal": 0.3994687372292603,
"&s-future_volatility": 0.4544340008173273,
"&-optimal_trailing_stop": 0.007894594930028068,
"&s-stoploss_risk": 0.7429505516959543
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769051716",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769051716"
}
},
"PI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.206,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.26,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.012,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0029,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.02,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PI/USDT",
"labels_mean": {
"&s-entry_signal": 0.20588836638724187,
"&s-exit_signal": 0.2598650582702924,
"&s-future_volatility": 0.011858515640973216,
"&-optimal_trailing_stop": 0.0029152983579149067,
"&s-stoploss_risk": 0.01962788795747291
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768812232",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1768812232"
}
},
"POL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.434,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.476,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.444,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0104,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.931,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "POL/USDT",
"labels_mean": {
"&s-entry_signal": 0.4337078651685393,
"&s-exit_signal": 0.4764044943820225,
"&s-future_volatility": 0.44371807967313587,
"&-optimal_trailing_stop": 0.010362982797265588,
"&s-stoploss_risk": 0.9311542390194075
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769053776",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769053776"
}
},
"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": 0.466,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.531,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0122,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.003,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAFE/USDT",
"labels_mean": {
"&s-entry_signal": 0.4658067158067158,
"&s-exit_signal": 0.530917280917281,
"&s-future_volatility": 0.40192465192465193,
"&-optimal_trailing_stop": 0.012195359552574288,
"&s-stoploss_risk": 1.0034807534807535
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769049870",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769049870"
}
},
"SAND/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.616,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.483,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.413,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0096,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.809,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAND/USDT",
"labels_mean": {
"&s-entry_signal": 0.6155260469867212,
"&s-exit_signal": 0.48314606741573035,
"&s-future_volatility": 0.4128702757916241,
"&-optimal_trailing_stop": 0.009619015747141519,
"&s-stoploss_risk": 0.8087844739530132
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769050171",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769050171"
}
},
"SHIB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.542,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.412,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.477,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.47,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SHIB/USDT",
"labels_mean": {
"&s-entry_signal": 0.541683694319575,
"&s-exit_signal": 0.41193297915815286,
"&s-future_volatility": 0.4765018389865141,
"&-optimal_trailing_stop": 0.005558836573474555,
"&s-stoploss_risk": 0.4701675521046179
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769052653",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769052653"
}
},
"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": 0.448,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.457,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0047,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.305,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SOL/USDT",
"labels_mean": {
"&s-entry_signal": 0.4484167517875383,
"&s-exit_signal": 0.4567926455566905,
"&s-future_volatility": 0.46843718079673136,
"&-optimal_trailing_stop": 0.004711185081978927,
"&s-stoploss_risk": 0.3052093973442288
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047187",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769047187"
}
},
"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"
}
},
"SUI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.502,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.471,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0068,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.602,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SUI/USDT",
"labels_mean": {
"&s-entry_signal": 0.4039640375970576,
"&s-exit_signal": 0.5022476501838986,
"&s-future_volatility": 0.47057621577441766,
"&-optimal_trailing_stop": 0.006783859591355759,
"&s-stoploss_risk": 0.6021659174499387
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769048141",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769048141"
}
},
"TON/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.562,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.518,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.454,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TON/USDT",
"labels_mean": {
"&s-entry_signal": 0.5615038823048631,
"&s-exit_signal": 0.5177768696362893,
"&s-future_volatility": 0.41540662035145076,
"&-optimal_trailing_stop": 0.005631716565716535,
"&s-stoploss_risk": 0.4536166734777278
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047360",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769047360"
}
},
"TRB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.567,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.554,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5671058048579662,
"&s-exit_signal": 0.5887196377109922,
"&s-future_volatility": 0.4145738987237546,
"&-optimal_trailing_stop": 0.0059157591442464625,
"&s-stoploss_risk": 0.5537258130918074
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047490",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769047490"
}
},
"TRUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0049,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.364,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.46669391091132,
"&s-exit_signal": 0.4675112382509195,
"&s-future_volatility": 0.4021250510829587,
"&-optimal_trailing_stop": 0.0048536161563915055,
"&s-stoploss_risk": 0.3641193297915815
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047608",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769047608"
}
},
"TRX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.295,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0033,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.152,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4018386108273749,
"&s-exit_signal": 0.29499489274770174,
"&s-future_volatility": 0.4083758937691522,
"&-optimal_trailing_stop": 0.003300695018016208,
"&s-stoploss_risk": 0.15240040858018386
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047730",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769047730"
}
},
"UNI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.567,
"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": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.479,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "UNI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5673135852911134,
"&s-exit_signal": 0.4373850868232891,
"&s-future_volatility": 0.4044943820224719,
"&-optimal_trailing_stop": 0.005642773498087835,
"&s-stoploss_risk": 0.4790602655771195
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047843",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769047843"
}
},
"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": 0.514,
"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": 0.5138533178114086,
"&-optimal_trailing_stop": 0.002025145518044238,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769053228",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769053228"
}
},
"WLD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.498,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.016,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.009,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0074,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.429,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLD/USDT",
"labels_mean": {
"&s-entry_signal": 0.49775234981610134,
"&s-exit_signal": 0.015937883122190438,
"&s-future_volatility": 0.008990600735594606,
"&-optimal_trailing_stop": 0.007408915574530016,
"&s-stoploss_risk": 0.42868818961994276
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768812122",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1768812122"
}
},
"WLFI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.563,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0068,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.565,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLFI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5715161422149571,
"&s-exit_signal": 0.563342868818962,
"&s-future_volatility": 0.5991009399264405,
"&-optimal_trailing_stop": 0.006808502726189722,
"&s-stoploss_risk": 0.5645688598283612
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769047940",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769047940"
}
},
"XAUT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.117,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.107,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.592,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0025,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.021,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XAUT/USDT",
"labels_mean": {
"&s-entry_signal": 0.1172018817754142,
"&s-exit_signal": 0.10738392309265699,
"&s-future_volatility": 0.5915320106361219,
"&-optimal_trailing_stop": 0.0025068351921744437,
"&s-stoploss_risk": 0.02127224381264062
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769048046",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769048046"
}
},
"XLM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.58,
"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": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XLM/USDT",
"labels_mean": {
"&s-entry_signal": 0.5796894156109522,
"&s-exit_signal": 0.4587249693502248,
"&s-future_volatility": 0.46710257458111976,
"&-optimal_trailing_stop": 0.0058021817490374345,
"&s-stoploss_risk": 0.47261953412341645
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769053884",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769053884"
}
},
"XRP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.434,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.505,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.459,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0047,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.316,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XRP/USDT",
"labels_mean": {
"&s-entry_signal": 0.4335035750766088,
"&s-exit_signal": 0.5050051072522983,
"&s-future_volatility": 0.45944841675178755,
"&-optimal_trailing_stop": 0.004709722395107959,
"&s-stoploss_risk": 0.31644535240040855
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769048255",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769048255"
}
},
"XTZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.398,
"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": 0.0078,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.704,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XTZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.40388548057259716,
"&s-exit_signal": 0.39754601226993863,
"&s-future_volatility": 0.3987730061349693,
"&-optimal_trailing_stop": 0.0077597362840642345,
"&s-stoploss_risk": 0.7044989775051125
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769049762",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XTZ_1769049762"
}
},
"ZRO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.602,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ZRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.43268641470888664,
"&s-exit_signal": 0.4676200204290092,
"&s-future_volatility": 0.4071501532175689,
"&-optimal_trailing_stop": 0.0071845199961900735,
"&s-stoploss_risk": 0.6024514811031665
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768953198",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1768953198"
}
}
},
"es_sync": {
"total_checked": 103,
"already_exists": 100,
"newly_added": 3,
"failed": 0,
"details": [
{
"pair": "ONDO/USDT",
"timestamp": 1769054095,
"datetime": "2026-01-22T03:54:55",
"index": "2026.01",
"action": "added"
},
{
"pair": "POL/USDT",
"timestamp": 1769053776,
"datetime": "2026-01-22T03:49:36",
"index": "2026.01",
"action": "added"
},
{
"pair": "XLM/USDT",
"timestamp": 1769053884,
"datetime": "2026-01-22T03:51:24",
"index": "2026.01",
"action": "added"
}
]
}
}