2343 lines
68 KiB
JSON
2343 lines
68 KiB
JSON
{
|
|
"analysis": {
|
|
"AAVE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.509,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.398,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0055,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.441,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AAVE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5092951991828396,
|
|
"&s-exit_signal": 0.3983656792645557,
|
|
"&s-future_volatility": 0.4727272727272727,
|
|
"&-optimal_trailing_stop": 0.0055210442118509865,
|
|
"&s-stoploss_risk": 0.4410623084780388
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019600",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769019600"
|
|
}
|
|
},
|
|
"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": 0.395,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.405,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0066,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.564,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ATOM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3948927477017365,
|
|
"&s-exit_signal": 0.40469867211440247,
|
|
"&s-future_volatility": 0.43329928498467823,
|
|
"&-optimal_trailing_stop": 0.0065577732804001235,
|
|
"&s-stoploss_risk": 0.5644535240040858
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769017085",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769017085"
|
|
}
|
|
},
|
|
"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": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.447,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0094,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.759,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BARD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4511646914589293,
|
|
"&s-exit_signal": 0.44707805476093176,
|
|
"&s-future_volatility": 0.3998774008990601,
|
|
"&-optimal_trailing_stop": 0.00943028842826174,
|
|
"&s-stoploss_risk": 0.7592970984879445
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021291",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769021291"
|
|
}
|
|
},
|
|
"BCH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.483,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.419,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.39,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BCH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4826104746317512,
|
|
"&s-exit_signal": 0.4666530278232406,
|
|
"&s-future_volatility": 0.41898527004909986,
|
|
"&-optimal_trailing_stop": 0.005088320659431104,
|
|
"&s-stoploss_risk": 0.3903436988543372
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769020344",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769020344"
|
|
}
|
|
},
|
|
"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": 0.391,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.32,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.598,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0034,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.141,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BNB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39121552604698673,
|
|
"&s-exit_signal": 0.3203268641470889,
|
|
"&s-future_volatility": 0.5979570990806946,
|
|
"&-optimal_trailing_stop": 0.00337480979879727,
|
|
"&s-stoploss_risk": 0.14116445352400409
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021396",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769021396"
|
|
}
|
|
},
|
|
"BTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.263,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.252,
|
|
"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": 0.0032,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.121,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.2629750715161422,
|
|
"&s-exit_signal": 0.251736820596649,
|
|
"&s-future_volatility": 0.46260727421332243,
|
|
"&-optimal_trailing_stop": 0.003231866075626844,
|
|
"&s-stoploss_risk": 0.12137310993052718
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021492",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769021492"
|
|
}
|
|
},
|
|
"CHZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.542,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.591,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.011,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.909,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CHZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5421859039836568,
|
|
"&s-exit_signal": 0.47170582226762003,
|
|
"&s-future_volatility": 0.5914198161389173,
|
|
"&-optimal_trailing_stop": 0.010990744196374674,
|
|
"&s-stoploss_risk": 0.9090909090909091
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021627",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769021627"
|
|
}
|
|
},
|
|
"CORE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.425,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.58,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0069,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.622,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CORE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5941969758888435,
|
|
"&s-exit_signal": 0.425010216591745,
|
|
"&s-future_volatility": 0.580098079280752,
|
|
"&-optimal_trailing_stop": 0.006851997818435047,
|
|
"&s-stoploss_risk": 0.6217817736003269
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768866885",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1768866885"
|
|
}
|
|
},
|
|
"CRO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.404,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0045,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.348,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CRO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39946819390468397,
|
|
"&s-exit_signal": 0.4103088566168951,
|
|
"&s-future_volatility": 0.4041726324401718,
|
|
"&-optimal_trailing_stop": 0.004530077955634486,
|
|
"&s-stoploss_risk": 0.3475148292084271
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021185",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769021185"
|
|
}
|
|
},
|
|
"CRV/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.549,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.548,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.462,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.6,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CRV/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5491317671092952,
|
|
"&s-exit_signal": 0.5481103166496425,
|
|
"&s-future_volatility": 0.46189989785495406,
|
|
"&-optimal_trailing_stop": 0.006722056481461723,
|
|
"&s-stoploss_risk": 0.6
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769016943",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769016943"
|
|
}
|
|
},
|
|
"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": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0021,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DAI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.0,
|
|
"&s-exit_signal": 0.0,
|
|
"&s-future_volatility": 0.4004524886877828,
|
|
"&-optimal_trailing_stop": 0.0020592957225823477,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769016898",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769016898"
|
|
}
|
|
},
|
|
"DOGE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.462,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.395,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0052,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.387,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOGE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.46210418794688457,
|
|
"&s-exit_signal": 0.3953013278855976,
|
|
"&s-future_volatility": 0.40306435137895813,
|
|
"&-optimal_trailing_stop": 0.005215669269034575,
|
|
"&s-stoploss_risk": 0.38733401430030645
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021770",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769021770"
|
|
}
|
|
},
|
|
"DOT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.504,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.584,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0065,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.564,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5039836567926456,
|
|
"&s-exit_signal": 0.40224719101123596,
|
|
"&s-future_volatility": 0.5836567926455567,
|
|
"&-optimal_trailing_stop": 0.0065352475238663,
|
|
"&s-stoploss_risk": 0.5638406537282942
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769014713",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769014713"
|
|
}
|
|
},
|
|
"ETC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.561,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.4,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.442,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.411,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.560540872771973,
|
|
"&s-exit_signal": 0.39971317353001434,
|
|
"&s-future_volatility": 0.4415078877279246,
|
|
"&-optimal_trailing_stop": 0.004605032686057051,
|
|
"&s-stoploss_risk": 0.41077648022946117
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769016776",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769016776"
|
|
}
|
|
},
|
|
"ETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.378,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.352,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.004,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.232,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3780138945647732,
|
|
"&s-exit_signal": 0.3518594196975889,
|
|
"&s-future_volatility": 0.43686146301593787,
|
|
"&-optimal_trailing_stop": 0.004032376513687293,
|
|
"&s-stoploss_risk": 0.2323252962811606
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769014837",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769014837"
|
|
}
|
|
},
|
|
"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"
|
|
}
|
|
},
|
|
"KAITO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.46,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.469,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0105,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.909,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "KAITO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.460233081169495,
|
|
"&s-exit_signal": 0.4686158249846657,
|
|
"&s-future_volatility": 0.47331833980781024,
|
|
"&-optimal_trailing_stop": 0.01052221676787486,
|
|
"&s-stoploss_risk": 0.9090165610304641
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015238",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769015238"
|
|
}
|
|
},
|
|
"LINK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.525,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.494,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.435,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0047,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.328,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LINK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5251328156926849,
|
|
"&s-exit_signal": 0.4938700449530037,
|
|
"&s-future_volatility": 0.43461381283203926,
|
|
"&-optimal_trailing_stop": 0.004663419688114087,
|
|
"&s-stoploss_risk": 0.3275439313445035
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015387",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769015387"
|
|
}
|
|
},
|
|
"LTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.555,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.576,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.588,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.006,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.492,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5552604698672114,
|
|
"&s-exit_signal": 0.5758937691521961,
|
|
"&s-future_volatility": 0.5883554647599591,
|
|
"&-optimal_trailing_stop": 0.0060266985746066795,
|
|
"&s-stoploss_risk": 0.49152196118488256
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015497",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769015497"
|
|
}
|
|
},
|
|
"MASK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.586,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0059,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.561,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "MASK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.585635359116022,
|
|
"&s-exit_signal": 0.4014732965009208,
|
|
"&s-future_volatility": 0.5954573357888275,
|
|
"&-optimal_trailing_stop": 0.005924031152254007,
|
|
"&s-stoploss_risk": 0.5612850419480254
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015601",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769015601"
|
|
}
|
|
},
|
|
"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": 0.587,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.586,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.596,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.557,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ONDO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5870453616673478,
|
|
"&s-exit_signal": 0.5860237024928484,
|
|
"&s-future_volatility": 0.5958316305680424,
|
|
"&-optimal_trailing_stop": 0.006253735617394609,
|
|
"&s-stoploss_risk": 0.5572129137719657
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018095",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769018095"
|
|
}
|
|
},
|
|
"PENGU/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.483,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.998,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0097,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.612,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PENGU/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41540662035145076,
|
|
"&s-exit_signal": 0.48304045770331017,
|
|
"&s-future_volatility": 0.9975480179812015,
|
|
"&-optimal_trailing_stop": 0.009720207554481025,
|
|
"&s-stoploss_risk": 0.6121781773600327
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768808170",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1768808170"
|
|
}
|
|
},
|
|
"PEPE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.55,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.399,
|
|
"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": 0.75,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PEPE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5495403472931563,
|
|
"&s-exit_signal": 0.39918283963227785,
|
|
"&s-future_volatility": 0.45393258426966293,
|
|
"&-optimal_trailing_stop": 0.007924014324358936,
|
|
"&s-stoploss_risk": 0.7495403472931563
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015698",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769015698"
|
|
}
|
|
},
|
|
"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": 0.46,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.468,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.443,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0105,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.924,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "POL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4602655771195097,
|
|
"&s-exit_signal": 0.46843718079673136,
|
|
"&s-future_volatility": 0.4431052093973442,
|
|
"&-optimal_trailing_stop": 0.010503397561022254,
|
|
"&s-stoploss_risk": 0.9242083758937691
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769017776",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769017776"
|
|
}
|
|
},
|
|
"PUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.564,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.542,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.47,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0135,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.122,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5638406537282942,
|
|
"&s-exit_signal": 0.5421859039836568,
|
|
"&s-future_volatility": 0.4702757916241062,
|
|
"&-optimal_trailing_stop": 0.013533411203953362,
|
|
"&s-stoploss_risk": 1.1221654749744638
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769015834",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769015834"
|
|
}
|
|
},
|
|
"SAND/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.62,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.411,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0092,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.782,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAND/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6204290091930541,
|
|
"&s-exit_signal": 0.4731358529111338,
|
|
"&s-future_volatility": 0.4108273748723187,
|
|
"&-optimal_trailing_stop": 0.009217301658216272,
|
|
"&s-stoploss_risk": 0.7816138917262513
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769021078",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769021078"
|
|
}
|
|
},
|
|
"SHIB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.539,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.397,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0055,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.454,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SHIB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5394360441356764,
|
|
"&s-exit_signal": 0.396608091540662,
|
|
"&s-future_volatility": 0.4718022067838169,
|
|
"&-optimal_trailing_stop": 0.005458970112075254,
|
|
"&s-stoploss_risk": 0.4544340008173273
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769016653",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769016653"
|
|
}
|
|
},
|
|
"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": 0.447,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.449,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.468,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.294,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SOL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4473953013278856,
|
|
"&s-exit_signal": 0.4490296220633299,
|
|
"&s-future_volatility": 0.46782431052093976,
|
|
"&-optimal_trailing_stop": 0.004644611980865065,
|
|
"&s-stoploss_risk": 0.293564862104188
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018387",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769018387"
|
|
}
|
|
},
|
|
"STETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.429,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.404,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.397,
|
|
"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": 0.254,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "STETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4290301862556198,
|
|
"&s-exit_signal": 0.40366088631984587,
|
|
"&s-future_volatility": 0.3969171483622351,
|
|
"&-optimal_trailing_stop": 0.0034746620735241385,
|
|
"&s-stoploss_risk": 0.2543352601156069
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769020966",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769020966"
|
|
}
|
|
},
|
|
"SUI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.494,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.591,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SUI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.40927666530445445,
|
|
"&s-exit_signal": 0.4944830404577033,
|
|
"&s-future_volatility": 0.47221087045361665,
|
|
"&-optimal_trailing_stop": 0.006728900986073451,
|
|
"&s-stoploss_risk": 0.5911319983653454
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019341",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769019341"
|
|
}
|
|
},
|
|
"TON/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.555,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.514,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.414,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0056,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.448,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TON/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5553739272578668,
|
|
"&s-exit_signal": 0.5140988966080915,
|
|
"&s-future_volatility": 0.4139762975071516,
|
|
"&-optimal_trailing_stop": 0.005596631615006589,
|
|
"&s-stoploss_risk": 0.4476910502656314
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018560",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769018560"
|
|
}
|
|
},
|
|
"TRB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.566,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.58,
|
|
"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": 0.535,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5658707286949362,
|
|
"&s-exit_signal": 0.5798682585426101,
|
|
"&s-future_volatility": 0.41436805269658294,
|
|
"&-optimal_trailing_stop": 0.005785957816826301,
|
|
"&s-stoploss_risk": 0.5347879785920132
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018690",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769018690"
|
|
}
|
|
},
|
|
"TRUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.475,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.47,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0049,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.372,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.47507151614221493,
|
|
"&s-exit_signal": 0.4695545565999183,
|
|
"&s-future_volatility": 0.3986514098896608,
|
|
"&-optimal_trailing_stop": 0.004923066437200699,
|
|
"&s-stoploss_risk": 0.3718839395177769
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018798",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769018798"
|
|
}
|
|
},
|
|
"TRX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.288,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0032,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.141,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4012257405515832,
|
|
"&s-exit_signal": 0.2884576098059244,
|
|
"&s-future_volatility": 0.40612870275791624,
|
|
"&-optimal_trailing_stop": 0.003235593992431028,
|
|
"&s-stoploss_risk": 0.14055158324821246
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769018930",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769018930"
|
|
}
|
|
},
|
|
"UNI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.426,
|
|
"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": 0.464,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "UNI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5707865168539326,
|
|
"&s-exit_signal": 0.4257405515832482,
|
|
"&s-future_volatility": 0.4038815117466803,
|
|
"&-optimal_trailing_stop": 0.005562946889644267,
|
|
"&s-stoploss_risk": 0.4637385086823289
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019042",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769019042"
|
|
}
|
|
},
|
|
"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": 0.513980450102296,
|
|
"&-optimal_trailing_stop": 0.002025233007501705,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769017222",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769017222"
|
|
}
|
|
},
|
|
"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": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.6,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.554,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLFI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5717204740498569,
|
|
"&s-exit_signal": 0.5582345729464651,
|
|
"&s-future_volatility": 0.6001225991009399,
|
|
"&-optimal_trailing_stop": 0.0066917404369914914,
|
|
"&s-stoploss_risk": 0.5543522680833673
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019140",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769019140"
|
|
}
|
|
},
|
|
"XAUT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.103,
|
|
"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": 0.589,
|
|
"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": 0.10329310697484148,
|
|
"&s-exit_signal": 0.10738392309265699,
|
|
"&s-future_volatility": 0.5892820617713234,
|
|
"&-optimal_trailing_stop": 0.0024847447851382405,
|
|
"&s-stoploss_risk": 0.02127224381264062
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019245",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769019245"
|
|
}
|
|
},
|
|
"XLM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0057,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.46,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XLM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5719248058847568,
|
|
"&s-exit_signal": 0.45075602778912954,
|
|
"&s-future_volatility": 0.46669391091132,
|
|
"&-optimal_trailing_stop": 0.005714294868106353,
|
|
"&s-stoploss_risk": 0.459950960359624
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769017884",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769017884"
|
|
}
|
|
},
|
|
"XRP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.439,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.492,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.462,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.298,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XRP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.43922369765066394,
|
|
"&s-exit_signal": 0.4917262512768131,
|
|
"&s-future_volatility": 0.46230847803881514,
|
|
"&-optimal_trailing_stop": 0.004606490782819855,
|
|
"&s-stoploss_risk": 0.29765066394279877
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769019455",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769019455"
|
|
}
|
|
},
|
|
"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": 97,
|
|
"already_exists": 93,
|
|
"newly_added": 4,
|
|
"failed": 0,
|
|
"details": [
|
|
{
|
|
"pair": "BNB/USDT",
|
|
"timestamp": 1769021396,
|
|
"datetime": "2026-01-21T18:49:56",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "BTC/USDT",
|
|
"timestamp": 1769021492,
|
|
"datetime": "2026-01-21T18:51:32",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "CHZ/USDT",
|
|
"timestamp": 1769021627,
|
|
"datetime": "2026-01-21T18:53:47",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "DOGE/USDT",
|
|
"timestamp": 1769021770,
|
|
"datetime": "2026-01-21T18:56:10",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
}
|
|
]
|
|
}
|
|
} |