2531 lines
73 KiB
JSON
2531 lines
73 KiB
JSON
{
|
|
"analysis": {
|
|
"AAVE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.519,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.435,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.471,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0059,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.505,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AAVE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5193054136874362,
|
|
"&s-exit_signal": 0.43472931562819206,
|
|
"&s-future_volatility": 0.4710929519918284,
|
|
"&-optimal_trailing_stop": 0.005903416657865246,
|
|
"&s-stoploss_risk": 0.5054136874361593
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769135211",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769135211"
|
|
}
|
|
},
|
|
"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": 0.421,
|
|
"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": 0.502,
|
|
"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": 0.512,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.499,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0104,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.851,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BARD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5119509703779367,
|
|
"&s-exit_signal": 0.49887640449438203,
|
|
"&s-future_volatility": 0.40286006128702756,
|
|
"&-optimal_trailing_stop": 0.010359904697041579,
|
|
"&s-stoploss_risk": 0.8514811031664964
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136988",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769136988"
|
|
}
|
|
},
|
|
"BCH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.418,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0053,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.427,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BCH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.47299509001636664,
|
|
"&s-exit_signal": 0.48424713584288054,
|
|
"&s-future_volatility": 0.4177577741407529,
|
|
"&-optimal_trailing_stop": 0.005330424307674763,
|
|
"&s-stoploss_risk": 0.4269639934533552
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769135544",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769135544"
|
|
}
|
|
},
|
|
"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": 0.37,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.374,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0037,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.207,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BNB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.37017364657814095,
|
|
"&s-exit_signal": 0.37364657814096014,
|
|
"&s-future_volatility": 0.5926455566905006,
|
|
"&-optimal_trailing_stop": 0.0036950660911619043,
|
|
"&s-stoploss_risk": 0.20735444330949948
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769137171",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769137171"
|
|
}
|
|
},
|
|
"BTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.304,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.326,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0036,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.176,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3040457703310176,
|
|
"&s-exit_signal": 0.3257049448304046,
|
|
"&s-future_volatility": 0.4628116060482223,
|
|
"&-optimal_trailing_stop": 0.003551219723174879,
|
|
"&s-stoploss_risk": 0.1763383735185942
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769137352",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769137352"
|
|
}
|
|
},
|
|
"CHZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.531,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.52,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0114,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.99,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CHZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5313585291113381,
|
|
"&s-exit_signal": 0.5201225740551583,
|
|
"&s-future_volatility": 0.5940755873340143,
|
|
"&-optimal_trailing_stop": 0.011357229091034813,
|
|
"&s-stoploss_risk": 0.9895812053115424
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769137549",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769137549"
|
|
}
|
|
},
|
|
"CORE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.606,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0079,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.718,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CORE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6055158324821246,
|
|
"&s-exit_signal": 0.48355464759959144,
|
|
"&s-future_volatility": 0.5711950970377937,
|
|
"&-optimal_trailing_stop": 0.00788428939209617,
|
|
"&s-stoploss_risk": 0.718488253319714
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136624",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769136624"
|
|
}
|
|
},
|
|
"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": 0.551,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.565,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.457,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0071,
|
|
"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": "CRV/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.550561797752809,
|
|
"&s-exit_signal": 0.5652706843718079,
|
|
"&s-future_volatility": 0.45699693564862104,
|
|
"&-optimal_trailing_stop": 0.007096994483598553,
|
|
"&s-stoploss_risk": 0.6459652706843718
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769132143",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769132143"
|
|
}
|
|
},
|
|
"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": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.442,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0056,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.46,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOGE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4843718079673136,
|
|
"&s-exit_signal": 0.44208375893769153,
|
|
"&s-future_volatility": 0.40020429009193054,
|
|
"&-optimal_trailing_stop": 0.005628631949772197,
|
|
"&s-stoploss_risk": 0.45965270684371806
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769137731",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769137731"
|
|
}
|
|
},
|
|
"DOT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.521,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.434,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.583,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.007,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.623,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5214548426644872,
|
|
"&s-exit_signal": 0.43440948099713933,
|
|
"&s-future_volatility": 0.5825500612995504,
|
|
"&-optimal_trailing_stop": 0.0070004677940077,
|
|
"&s-stoploss_risk": 0.6234164282795259
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769137943",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769137943"
|
|
}
|
|
},
|
|
"ETC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.576,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.438,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0048,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.449,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5760736196319018,
|
|
"&s-exit_signal": 0.4226993865030675,
|
|
"&s-future_volatility": 0.438241308793456,
|
|
"&-optimal_trailing_stop": 0.004839033890940272,
|
|
"&s-stoploss_risk": 0.449079754601227
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769131984",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769131984"
|
|
}
|
|
},
|
|
"ETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.431,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.434,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.321,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4153217568947906,
|
|
"&s-exit_signal": 0.4308478038815117,
|
|
"&s-future_volatility": 0.4337078651685393,
|
|
"&-optimal_trailing_stop": 0.004593482358105799,
|
|
"&s-stoploss_risk": 0.3205311542390194
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138095",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769138095"
|
|
}
|
|
},
|
|
"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": 0.604,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.612,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0176,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.346,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "IP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6038815117466803,
|
|
"&s-exit_signal": 0.612053115423902,
|
|
"&s-future_volatility": 0.40858018386108275,
|
|
"&-optimal_trailing_stop": 0.01755356280090037,
|
|
"&s-stoploss_risk": 1.345658835546476
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136463",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769136463"
|
|
}
|
|
},
|
|
"KAITO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.48,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0104,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.935,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "KAITO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4368098159509202,
|
|
"&s-exit_signal": 0.48425357873210634,
|
|
"&s-future_volatility": 0.479959100204499,
|
|
"&-optimal_trailing_stop": 0.010430295317186184,
|
|
"&s-stoploss_risk": 0.9351738241308793
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138192",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769138192"
|
|
}
|
|
},
|
|
"LINK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.532,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.54,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.435,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.005,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.388,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LINK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.531671434409481,
|
|
"&s-exit_signal": 0.5404577033101757,
|
|
"&s-future_volatility": 0.43461381283203926,
|
|
"&-optimal_trailing_stop": 0.005033581857652057,
|
|
"&s-stoploss_risk": 0.3882304863097671
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138343",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769138343"
|
|
}
|
|
},
|
|
"LTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.583,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.604,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.591,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0065,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5831630568042501,
|
|
"&s-exit_signal": 0.6040049039640376,
|
|
"&s-future_volatility": 0.5905190028606457,
|
|
"&-optimal_trailing_stop": 0.00650693078956439,
|
|
"&s-stoploss_risk": 0.5715161422149571
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138495",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769138495"
|
|
}
|
|
},
|
|
"MASK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.601,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.434,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.589,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0064,
|
|
"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": 0.6006958657388457,
|
|
"&s-exit_signal": 0.4340974212034384,
|
|
"&s-future_volatility": 0.5892345476872698,
|
|
"&-optimal_trailing_stop": 0.006425964372500507,
|
|
"&s-stoploss_risk": 0.618501841997544
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138650",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769138650"
|
|
}
|
|
},
|
|
"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": 0.606,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.604,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.598,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.632,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ONDO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6060482223130363,
|
|
"&s-exit_signal": 0.6040049039640376,
|
|
"&s-future_volatility": 0.5978749489170413,
|
|
"&-optimal_trailing_stop": 0.006729441558013359,
|
|
"&s-stoploss_risk": 0.631794033510421
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769133295",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769133295"
|
|
}
|
|
},
|
|
"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": 0.564,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.454,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0082,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.788,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PEPE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5642492339121553,
|
|
"&s-exit_signal": 0.43268641470888664,
|
|
"&s-future_volatility": 0.45393258426966293,
|
|
"&-optimal_trailing_stop": 0.008232761497522641,
|
|
"&s-stoploss_risk": 0.7875383043922369
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769138790",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769138790"
|
|
}
|
|
},
|
|
"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": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.457,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.441,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0095,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.886,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "POL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39877425944841677,
|
|
"&s-exit_signal": 0.45658835546475995,
|
|
"&s-future_volatility": 0.4414708886618999,
|
|
"&-optimal_trailing_stop": 0.009486407839515201,
|
|
"&s-stoploss_risk": 0.8855975485188968
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769132976",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769132976"
|
|
}
|
|
},
|
|
"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": 0.49,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.556,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0129,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.064,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAFE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4903767403767404,
|
|
"&s-exit_signal": 0.5556920556920557,
|
|
"&s-future_volatility": 0.40171990171990174,
|
|
"&-optimal_trailing_stop": 0.012937425704741845,
|
|
"&s-stoploss_risk": 1.064086814086814
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136317",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769136317"
|
|
}
|
|
},
|
|
"SAND/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.614,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.522,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0108,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.902,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAND/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6140960163432073,
|
|
"&s-exit_signal": 0.5223697650663943,
|
|
"&s-future_volatility": 0.40960163432073543,
|
|
"&-optimal_trailing_stop": 0.01080954006794424,
|
|
"&s-stoploss_risk": 0.9023493360572012
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136818",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769136818"
|
|
}
|
|
},
|
|
"SHIB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.553,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.428,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.48,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.505,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SHIB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5527176134041684,
|
|
"&s-exit_signal": 0.42807519411524314,
|
|
"&s-future_volatility": 0.47956681651001226,
|
|
"&-optimal_trailing_stop": 0.0058082023474875216,
|
|
"&s-stoploss_risk": 0.5053126277073968
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769131853",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769131853"
|
|
}
|
|
},
|
|
"SKY/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.337,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.333,
|
|
"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": 0.0054,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SKY/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3372403865926383,
|
|
"&s-exit_signal": 0.33271643018712727,
|
|
"&s-future_volatility": 0.39995887312358624,
|
|
"&-optimal_trailing_stop": 0.005445618266937828,
|
|
"&s-stoploss_risk": 0.4842689697717458
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769136131",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769136131"
|
|
}
|
|
},
|
|
"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": 0.475,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.494,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.47,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.365,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SOL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.47497446373850866,
|
|
"&s-exit_signal": 0.4943820224719101,
|
|
"&s-future_volatility": 0.4704800817160368,
|
|
"&-optimal_trailing_stop": 0.005077454162873587,
|
|
"&s-stoploss_risk": 0.365270684371808
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769133587",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769133587"
|
|
}
|
|
},
|
|
"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": 0.418,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.515,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.469,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0071,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.632,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SUI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41756894790602656,
|
|
"&s-exit_signal": 0.5154239019407558,
|
|
"&s-future_volatility": 0.46884576098059244,
|
|
"&-optimal_trailing_stop": 0.007133819449490129,
|
|
"&s-stoploss_risk": 0.6318692543411645
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134822",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769134822"
|
|
}
|
|
},
|
|
"TON/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.54,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.414,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.494,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TON/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5584389047813649,
|
|
"&s-exit_signal": 0.540049039640376,
|
|
"&s-future_volatility": 0.4143849611769514,
|
|
"&-optimal_trailing_stop": 0.005794163902012904,
|
|
"&s-stoploss_risk": 0.4936657131181038
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769133760",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769133760"
|
|
}
|
|
},
|
|
"TRB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.583,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.601,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.609,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5826982492276004,
|
|
"&s-exit_signal": 0.6008238928939238,
|
|
"&s-future_volatility": 0.4100926879505664,
|
|
"&-optimal_trailing_stop": 0.006285436583644156,
|
|
"&s-stoploss_risk": 0.6086508753861998
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769133917",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769133917"
|
|
}
|
|
},
|
|
"TRUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.475,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.486,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.005,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.398,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.47538304392236974,
|
|
"&s-exit_signal": 0.48621041879468846,
|
|
"&s-future_volatility": 0.4008171603677222,
|
|
"&-optimal_trailing_stop": 0.005041276151496957,
|
|
"&s-stoploss_risk": 0.3981613891726251
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134064",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769134064"
|
|
}
|
|
},
|
|
"TRX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.39,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.329,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.411,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0034,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.174,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3895812053115424,
|
|
"&s-exit_signal": 0.3289070480081716,
|
|
"&s-future_volatility": 0.41062308478038817,
|
|
"&-optimal_trailing_stop": 0.0034112966925802296,
|
|
"&s-stoploss_risk": 0.17446373850868233
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134199",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769134199"
|
|
}
|
|
},
|
|
"UNI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.58,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.465,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.006,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.534,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "UNI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.580098079280752,
|
|
"&s-exit_signal": 0.46526358806702084,
|
|
"&s-future_volatility": 0.4027380465876584,
|
|
"&-optimal_trailing_stop": 0.005964909182869582,
|
|
"&s-stoploss_risk": 0.5339190845933797
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134344",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769134344"
|
|
}
|
|
},
|
|
"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": 0.516,
|
|
"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": 0.5155380333951762,
|
|
"&-optimal_trailing_stop": 0.0020292207792207795,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769132518",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769132518"
|
|
}
|
|
},
|
|
"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": 0.587,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.582,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.601,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0073,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.614,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLFI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5865168539325842,
|
|
"&s-exit_signal": 0.5816138917262513,
|
|
"&s-future_volatility": 0.6010214504596527,
|
|
"&-optimal_trailing_stop": 0.007293464107465175,
|
|
"&s-stoploss_risk": 0.6143003064351379
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134483",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769134483"
|
|
}
|
|
},
|
|
"XAUT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.171,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.12,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.602,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0026,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.027,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XAUT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.1707915729187973,
|
|
"&s-exit_signal": 0.1196563714461035,
|
|
"&s-future_volatility": 0.6019635917365515,
|
|
"&-optimal_trailing_stop": 0.0025709661017576683,
|
|
"&s-stoploss_risk": 0.027203927183473104
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769134618",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769134618"
|
|
}
|
|
},
|
|
"XLM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.483,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.464,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0061,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.516,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XLM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5934813037392521,
|
|
"&s-exit_signal": 0.4833033393321336,
|
|
"&s-future_volatility": 0.4641071785642871,
|
|
"&-optimal_trailing_stop": 0.006079657982375261,
|
|
"&s-stoploss_risk": 0.5156968606278745
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769133105",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769133105"
|
|
}
|
|
},
|
|
"XRP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.455,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.535,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.457,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.005,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.368,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XRP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.45454545454545453,
|
|
"&s-exit_signal": 0.5348314606741573,
|
|
"&s-future_volatility": 0.45699693564862104,
|
|
"&-optimal_trailing_stop": 0.0050076815149184585,
|
|
"&s-stoploss_risk": 0.3675178753830439
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769135004",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769135004"
|
|
}
|
|
},
|
|
"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": 0.433,
|
|
"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": 105,
|
|
"already_exists": 101,
|
|
"newly_added": 4,
|
|
"failed": 0,
|
|
"details": [
|
|
{
|
|
"pair": "LINK/USDT",
|
|
"timestamp": 1769138343,
|
|
"datetime": "2026-01-23T03:19:03",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "LTC/USDT",
|
|
"timestamp": 1769138495,
|
|
"datetime": "2026-01-23T03:21:35",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "MASK/USDT",
|
|
"timestamp": 1769138650,
|
|
"datetime": "2026-01-23T03:24:10",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "PEPE/USDT",
|
|
"timestamp": 1769138790,
|
|
"datetime": "2026-01-23T03:26:30",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
}
|
|
]
|
|
}
|
|
} |