myTestFreqAI/tools/freqai_analysis_20260128_194002.json
zhangkun9038@dingtalk.com 3ee798c24e limit on live
2026-02-02 12:22:04 +08:00

2954 lines
85 KiB
JSON

{
"analysis": {
"AAVE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.424,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.418,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.46,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.478,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AAVE/USDT",
"labels_mean": {
"&s-entry_signal": 0.42357989374744587,
"&s-exit_signal": 0.4178586023702493,
"&s-future_volatility": 0.459950960359624,
"&-optimal_trailing_stop": 0.005526996870385865,
"&s-stoploss_risk": 0.47772782999591334
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769625733",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769625733"
}
},
"ADA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.522,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.554,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.491,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ADA/USDT",
"labels_mean": {
"&s-entry_signal": 0.521659174499387,
"&s-exit_signal": 0.5535349407437679,
"&s-future_volatility": 0.40375970576215775,
"&-optimal_trailing_stop": 0.005811207766320622,
"&s-stoploss_risk": 0.49060073559460565
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622204",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769622204"
}
},
"APT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.443,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.007,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.648,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "APT/USDT",
"labels_mean": {
"&s-entry_signal": 0.443400081732734,
"&s-exit_signal": 0.4035553739272579,
"&s-future_volatility": 0.40294237842255826,
"&-optimal_trailing_stop": 0.006985035880946739,
"&s-stoploss_risk": 0.6477319166326113
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769626119",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-APT_1769626119"
}
},
"ASTER/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.425,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0076,
"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": "ASTER/USDT",
"labels_mean": {
"&s-entry_signal": 0.425010216591745,
"&s-exit_signal": 0.3980384143849612,
"&s-future_volatility": 0.4035553739272579,
"&-optimal_trailing_stop": 0.007591920178522888,
"&s-stoploss_risk": 0.7178177360032693
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769626292",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ASTER_1769626292"
}
},
"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": 0.48,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.583,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AVAX/USDT",
"labels_mean": {
"&s-entry_signal": 0.47977114834491214,
"&s-exit_signal": 0.5831630568042501,
"&s-future_volatility": 0.40375970576215775,
"&-optimal_trailing_stop": 0.005517179014039861,
"&s-stoploss_risk": 0.47323252962811607
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622387",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769622387"
}
},
"BARD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0118,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.966,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BARD/USDT",
"labels_mean": {
"&s-entry_signal": 0.5579162410623085,
"&s-exit_signal": 0.558120531154239,
"&s-future_volatility": 0.40531154239019407,
"&-optimal_trailing_stop": 0.011753650140043518,
"&s-stoploss_risk": 0.9664964249233912
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769296944",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769296944"
}
},
"BCH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.429,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.43,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0042,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.288,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BCH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4288052373158756,
"&s-exit_signal": 0.4298281505728314,
"&s-future_volatility": 0.43330605564648117,
"&-optimal_trailing_stop": 0.004168335212066016,
"&s-stoploss_risk": 0.28846153846153844
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622985",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769622985"
}
},
"BETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.233,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.39263937282229966,
"&s-exit_signal": 0.39263937282229966,
"&s-future_volatility": 0.3989547038327526,
"&-optimal_trailing_stop": 0.003518305807967407,
"&s-stoploss_risk": 0.23301393728222997
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768949155",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155"
}
},
"BIO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.602,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.509,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.484,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0123,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.002,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BIO/USDT",
"labels_mean": {
"&s-entry_signal": 0.6022471910112359,
"&s-exit_signal": 0.508682328907048,
"&s-future_volatility": 0.48355464759959144,
"&-optimal_trailing_stop": 0.012252196259664753,
"&s-stoploss_risk": 1.002247191011236
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383257",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1769383257"
}
},
"BNB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.316,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.345,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0036,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.194,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BNB/USDT",
"labels_mean": {
"&s-entry_signal": 0.3160367722165475,
"&s-exit_signal": 0.3450459652706844,
"&s-future_volatility": 0.5938712972420838,
"&-optimal_trailing_stop": 0.0036250719803442365,
"&s-stoploss_risk": 0.19366700715015323
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769623138",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769623138"
}
},
"BTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.259,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.325,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0037,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.206,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.2586841029832448,
"&s-exit_signal": 0.3252962811606048,
"&s-future_volatility": 0.45279934613812833,
"&-optimal_trailing_stop": 0.003652867906142732,
"&s-stoploss_risk": 0.20637515324887618
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769623327",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769623327"
}
},
"CHZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.496,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0103,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.942,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CHZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.4735444330949949,
"&s-exit_signal": 0.49560776302349335,
"&s-future_volatility": 0.5991828396322778,
"&-optimal_trailing_stop": 0.010255804304769509,
"&s-stoploss_risk": 0.9421859039836568
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769623547",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769623547"
}
},
"CORE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.607,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.503,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0082,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.753,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CORE/USDT",
"labels_mean": {
"&s-entry_signal": 0.6073544433094995,
"&s-exit_signal": 0.503370786516854,
"&s-future_volatility": 0.5722165474974463,
"&-optimal_trailing_stop": 0.008209699584938808,
"&s-stoploss_risk": 0.7526046986721144
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208647",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769208647"
}
},
"CRO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.353,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.39865003068112087,
"&s-exit_signal": 0.41521783595827366,
"&s-future_volatility": 0.4027408467989364,
"&-optimal_trailing_stop": 0.004564941803030084,
"&s-stoploss_risk": 0.3526283493556965
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769035585",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769035585"
}
},
"CRV/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.561,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.58,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0074,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.679,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRV/USDT",
"labels_mean": {
"&s-entry_signal": 0.5611848825331971,
"&s-exit_signal": 0.5795709908069459,
"&s-future_volatility": 0.4533197139938713,
"&-optimal_trailing_stop": 0.0073927695602945005,
"&s-stoploss_risk": 0.678855975485189
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769211615",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769211615"
}
},
"DAI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.528,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0021,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DAI/USDT",
"labels_mean": {
"&s-entry_signal": 0.0,
"&s-exit_signal": 0.0,
"&s-future_volatility": 0.5282294489611563,
"&-optimal_trailing_stop": 0.0020564511791888378,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383553",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769383553"
}
},
"DOGE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0052,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.392,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOGE/USDT",
"labels_mean": {
"&s-entry_signal": 0.44167517875383044,
"&s-exit_signal": 0.40306435137895813,
"&s-future_volatility": 0.4083758937691522,
"&-optimal_trailing_stop": 0.0051617830093356395,
"&s-stoploss_risk": 0.39244126659857
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769623706",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769623706"
}
},
"DOT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.482,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0063,
"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": 0.4819203268641471,
"&s-exit_signal": 0.4012257405515832,
"&s-future_volatility": 0.5805924412665986,
"&-optimal_trailing_stop": 0.006300770790277848,
"&s-stoploss_risk": 0.5644535240040858
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769623863",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769623863"
}
},
"ETC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.443,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.437,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.482,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5812053115423902,
"&s-exit_signal": 0.4433094994892748,
"&s-future_volatility": 0.436976506639428,
"&-optimal_trailing_stop": 0.005070900929302312,
"&s-stoploss_risk": 0.4821246169560776
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769211421",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769211421"
}
},
"ETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.384,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.459,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.46,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.38447395301327886,
"&s-exit_signal": 0.45903983656792646,
"&s-future_volatility": 0.4602655771195097,
"&-optimal_trailing_stop": 0.005060537606069096,
"&s-stoploss_risk": 0.39284984678243107
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769624012",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769624012"
}
},
"FIL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.52,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.566,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.007,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.666,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "FIL/USDT",
"labels_mean": {
"&s-entry_signal": 0.5201225740551583,
"&s-exit_signal": 0.5656792645556691,
"&s-future_volatility": 0.46802860061287027,
"&-optimal_trailing_stop": 0.006984996373569497,
"&s-stoploss_risk": 0.6663942798774259
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622821",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769622821"
}
},
"HMSTR/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.68,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "HMSTR/USDT",
"labels_mean": {
"&s-entry_signal": 0.4023341523341523,
"&s-exit_signal": 0.40765765765765766,
"&s-future_volatility": 0.40397215397215397,
"&-optimal_trailing_stop": 0.00720322795627621,
"&s-stoploss_risk": 0.6799754299754299
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769553725",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-HMSTR_1769553725"
}
},
"ICP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.56,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.536,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0128,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.058,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ICP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5597548518896833,
"&s-exit_signal": 0.5358529111338101,
"&s-future_volatility": 0.4042900919305414,
"&-optimal_trailing_stop": 0.012797895576801986,
"&s-stoploss_risk": 1.0582226762002043
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769295351",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ICP_1769295351"
}
},
"IP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.539,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0171,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.384,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "IP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5389172625127682,
"&s-exit_signal": 0.5910112359550562,
"&s-future_volatility": 0.4083758937691522,
"&-optimal_trailing_stop": 0.017080106182083162,
"&s-stoploss_risk": 1.3838610827374873
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769384836",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769384836"
}
},
"KAITO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.483,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.488,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0089,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.88,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "KAITO/USDT",
"labels_mean": {
"&s-entry_signal": 0.39906007355946055,
"&s-exit_signal": 0.4826317940335104,
"&s-future_volatility": 0.48774008990600737,
"&-optimal_trailing_stop": 0.008947625467083348,
"&s-stoploss_risk": 0.8796485492439722
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769624104",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769624104"
}
},
"LINEA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.422,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.42,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.009,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.812,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINEA/USDT",
"labels_mean": {
"&s-entry_signal": 0.42247191011235957,
"&s-exit_signal": 0.43289070480081715,
"&s-future_volatility": 0.4202247191011236,
"&-optimal_trailing_stop": 0.008983019223051938,
"&s-stoploss_risk": 0.8120531154239019
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383761",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINEA_1769383761"
}
},
"LINK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.53,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.43,
"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": 0.4638332652227217,
"&s-exit_signal": 0.5302411115651818,
"&s-future_volatility": 0.43011851246424193,
"&-optimal_trailing_stop": 0.005029732654428511,
"&s-stoploss_risk": 0.3878218226399673
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769624296",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769624296"
}
},
"LTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.571,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.518,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.574,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5713993871297242,
"&s-exit_signal": 0.518488253319714,
"&s-future_volatility": 0.5738508682328907,
"&-optimal_trailing_stop": 0.005613498804810852,
"&s-stoploss_risk": 0.473953013278856
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769624550",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769624550"
}
},
"MASK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.588,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.585,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "MASK/USDT",
"labels_mean": {
"&s-entry_signal": 0.59402496419071,
"&s-exit_signal": 0.40597503580928995,
"&s-future_volatility": 0.5878862287702067,
"&-optimal_trailing_stop": 0.006433728715221949,
"&s-stoploss_risk": 0.584816861059955
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769624922",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769624922"
}
},
"NEAR/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.295,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.671,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.998,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0069,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.374,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "NEAR/USDT",
"labels_mean": {
"&s-entry_signal": 0.29499489274770174,
"&s-exit_signal": 0.6708886618998978,
"&s-future_volatility": 0.9977528089887641,
"&-optimal_trailing_stop": 0.006919196448364287,
"&s-stoploss_risk": 0.3740551583248212
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768813872",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-NEAR_1768813872"
}
},
"ONDO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.595,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0071,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.676,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ONDO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5954229668982427,
"&s-exit_signal": 0.5941969758888435,
"&s-future_volatility": 0.589906007355946,
"&-optimal_trailing_stop": 0.007096762785326173,
"&s-stoploss_risk": 0.6763383735185942
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769212495",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769212495"
}
},
"PENGU/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.471,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.751,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PENGU/USDT",
"labels_mean": {
"&s-entry_signal": 0.47404985696771557,
"&s-exit_signal": 0.40314671025745813,
"&s-future_volatility": 0.4711892112791173,
"&-optimal_trailing_stop": 0.008023487552134858,
"&s-stoploss_risk": 0.7511238250919493
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769626484",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1769626484"
}
},
"PEPE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.604,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.416,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.725,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PEPE/USDT",
"labels_mean": {
"&s-entry_signal": 0.6038005721291377,
"&s-exit_signal": 0.41622394769105026,
"&s-future_volatility": 0.4640375970576216,
"&-optimal_trailing_stop": 0.00791504105570691,
"&s-stoploss_risk": 0.7245606865549653
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769626958",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769626958"
}
},
"PI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.421,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.512,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.595,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0053,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.44,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PI/USDT",
"labels_mean": {
"&s-entry_signal": 0.42145045965270683,
"&s-exit_signal": 0.5123595505617977,
"&s-future_volatility": 0.5948927477017365,
"&-optimal_trailing_stop": 0.005337764966520168,
"&s-stoploss_risk": 0.4400408580183861
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622651",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769622651"
}
},
"POL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.423,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.009,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.829,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "POL/USDT",
"labels_mean": {
"&s-entry_signal": 0.409805924412666,
"&s-exit_signal": 0.42349336057201226,
"&s-future_volatility": 0.44187946884576096,
"&-optimal_trailing_stop": 0.008952026474148623,
"&s-stoploss_risk": 0.8294177732379979
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769212176",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769212176"
}
},
"PUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.508,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.496,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.475,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0117,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.016,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5076608784473953,
"&s-exit_signal": 0.49560776302349335,
"&s-future_volatility": 0.47497446373850866,
"&-optimal_trailing_stop": 0.011678586172447556,
"&s-stoploss_risk": 1.0163432073544434
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769626781",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769626781"
}
},
"SAFE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.553,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.563,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0139,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.096,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAFE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5525562372188139,
"&s-exit_signal": 0.5625766871165644,
"&s-future_volatility": 0.39918200408997956,
"&-optimal_trailing_stop": 0.013861888356212536,
"&s-stoploss_risk": 1.0959100204498977
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208317",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769208317"
}
},
"SAND/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.613,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.534,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0116,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.941,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAND/USDT",
"labels_mean": {
"&s-entry_signal": 0.6134831460674157,
"&s-exit_signal": 0.5338100102145046,
"&s-future_volatility": 0.409805924412666,
"&-optimal_trailing_stop": 0.011559901275947035,
"&s-stoploss_risk": 0.9409601634320736
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208831",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769208831"
}
},
"SHIB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.516,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.439,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.528,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SHIB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5164453524004086,
"&s-exit_signal": 0.43861082737487234,
"&s-future_volatility": 0.47967313585291116,
"&-optimal_trailing_stop": 0.005840551084611048,
"&s-stoploss_risk": 0.5278855975485189
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769380829",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769380829"
}
},
"SKY/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.488,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SKY/USDT",
"labels_mean": {
"&s-entry_signal": 0.4064489628260423,
"&s-exit_signal": 0.39926062846580407,
"&s-future_volatility": 0.4017252002464572,
"&-optimal_trailing_stop": 0.005485798723241254,
"&s-stoploss_risk": 0.4875744506058739
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208131",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769208131"
}
},
"SNX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.416,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.366,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SNX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4095411360420457,
"&s-exit_signal": 0.41580756013745707,
"&s-future_volatility": 0.36587831008692134,
"&-optimal_trailing_stop": 0.007954790642541959,
"&s-stoploss_risk": 0.4728118051344249
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768779269",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SNX_1768779269"
}
},
"SOL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.4,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.462,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.475,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.005,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.345,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SOL/USDT",
"labels_mean": {
"&s-entry_signal": 0.40020429009193054,
"&s-exit_signal": 0.46189989785495406,
"&s-future_volatility": 0.47477017364657814,
"&-optimal_trailing_stop": 0.004952548034764265,
"&s-stoploss_risk": 0.3448416751787538
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769627260",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769627260"
}
},
"STETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.426,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.409,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.27,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "STETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4258434118395926,
"&s-exit_signal": 0.4092934436664545,
"&s-future_volatility": 0.4007001909611712,
"&-optimal_trailing_stop": 0.0034995409576675197,
"&s-stoploss_risk": 0.2698917886696372
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769035366",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366"
}
},
"STRK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.414,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.703,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "STRK/USDT",
"labels_mean": {
"&s-entry_signal": 0.4076420106252554,
"&s-exit_signal": 0.40559869227625667,
"&s-future_volatility": 0.4143849611769514,
"&-optimal_trailing_stop": 0.007955117588362936,
"&s-stoploss_risk": 0.703310175725378
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769294902",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STRK_1769294902"
}
},
"SUI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.461,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.541,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SUI/USDT",
"labels_mean": {
"&s-entry_signal": 0.4105026563138537,
"&s-exit_signal": 0.46444626072742135,
"&s-future_volatility": 0.46076828769922357,
"&-optimal_trailing_stop": 0.006406389647928901,
"&s-stoploss_risk": 0.5408663669799755
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628692",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769628692"
}
},
"TON/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.518,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0053,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.437,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TON/USDT",
"labels_mean": {
"&s-entry_signal": 0.5176710929519919,
"&s-exit_signal": 0.5720122574055159,
"&s-future_volatility": 0.4010214504596527,
"&-optimal_trailing_stop": 0.005327091013842499,
"&s-stoploss_risk": 0.4365679264555669
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769627475",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769627475"
}
},
"TRB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.518,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.598,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.61,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRB/USDT",
"labels_mean": {
"&s-entry_signal": 0.51832784184514,
"&s-exit_signal": 0.5976112026359144,
"&s-future_volatility": 0.40691927512355847,
"&-optimal_trailing_stop": 0.0058535704460217775,
"&s-stoploss_risk": 0.6097611202635914
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769627672",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769627672"
}
},
"TRUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.425,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.419,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0044,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.302,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.42541888026154473,
"&s-exit_signal": 0.41888026154474867,
"&s-future_volatility": 0.40641601961585616,
"&-optimal_trailing_stop": 0.004387114062206189,
"&s-stoploss_risk": 0.3020024519820188
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769627917",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769627917"
}
},
"TRX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.331,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.318,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.416,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0034,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.187,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRX/USDT",
"labels_mean": {
"&s-entry_signal": 0.33122190437270127,
"&s-exit_signal": 0.31753167143440947,
"&s-future_volatility": 0.41622394769105026,
"&-optimal_trailing_stop": 0.0033807938787963694,
"&s-stoploss_risk": 0.18675929709848793
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628068",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769628068"
}
},
"UNI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.549,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.504,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "UNI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5489274770173647,
"&s-exit_signal": 0.44208375893769153,
"&s-future_volatility": 0.4069458631256384,
"&-optimal_trailing_stop": 0.005858207277752821,
"&s-stoploss_risk": 0.5035750766087844
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628213",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769628213"
}
},
"USD1/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.002,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "USD1/USDT",
"labels_mean": {
"&s-entry_signal": 0.0,
"&s-exit_signal": 0.0,
"&s-future_volatility": 0.40170278637770895,
"&-optimal_trailing_stop": 0.0020348297213622297,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769294777",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USD1_1769294777"
}
},
"USDG/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.533,
"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": 0.5331399241240794,
"&-optimal_trailing_stop": 0.002029457710332515,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769627163",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769627163"
}
},
"W/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.409,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.73,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "W/USDT",
"labels_mean": {
"&s-entry_signal": 0.40192071924805883,
"&s-exit_signal": 0.403351042092358,
"&s-future_volatility": 0.4094809971393543,
"&-optimal_trailing_stop": 0.007977895465237196,
"&s-stoploss_risk": 0.7304863097670617
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769467327",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-W_1769467327"
}
},
"WLD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.571,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0068,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.631,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLD/USDT",
"labels_mean": {
"&s-entry_signal": 0.3979570990806946,
"&s-exit_signal": 0.5707865168539326,
"&s-future_volatility": 0.5944841675178754,
"&-optimal_trailing_stop": 0.006830744652958089,
"&s-stoploss_risk": 0.6308478038815117
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769468143",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769468143"
}
},
"WLFI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.57,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.579,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.584,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0075,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.644,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLFI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5703779366700715,
"&s-exit_signal": 0.5791624106230848,
"&s-future_volatility": 0.5836567926455567,
"&-optimal_trailing_stop": 0.007539654414099702,
"&s-stoploss_risk": 0.6439223697650664
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628363",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769628363"
}
},
"XAUT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.259,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.183,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.596,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0029,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.094,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XAUT/USDT",
"labels_mean": {
"&s-entry_signal": 0.25863125638406537,
"&s-exit_signal": 0.18324821246169562,
"&s-future_volatility": 0.5955056179775281,
"&-optimal_trailing_stop": 0.0029497937116657563,
"&s-stoploss_risk": 0.09417773237997958
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628543",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769628543"
}
},
"XLM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.522,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.434,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.435,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XLM/USDT",
"labels_mean": {
"&s-entry_signal": 0.5218635063342869,
"&s-exit_signal": 0.43359215365753984,
"&s-future_volatility": 0.47261953412341645,
"&-optimal_trailing_stop": 0.005550454922637259,
"&s-stoploss_risk": 0.43481814466693913
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769625908",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769625908"
}
},
"XPL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.413,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0086,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.822,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XPL/USDT",
"labels_mean": {
"&s-entry_signal": 0.4134831460674157,
"&s-exit_signal": 0.41450459652706845,
"&s-future_volatility": 0.41062308478038817,
"&-optimal_trailing_stop": 0.008573591591766584,
"&s-stoploss_risk": 0.8220633299284985
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769622005",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769622005"
}
},
"XRP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.499,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.456,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0048,
"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": "XRP/USDT",
"labels_mean": {
"&s-entry_signal": 0.39346271705822267,
"&s-exit_signal": 0.49887640449438203,
"&s-future_volatility": 0.4557711950970378,
"&-optimal_trailing_stop": 0.004792903038952432,
"&s-stoploss_risk": 0.32114402451481106
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769628853",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769628853"
}
},
"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": 0.541,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.607,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.012,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.969,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ZRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5410706988148754,
"&s-exit_signal": 0.6072742133224356,
"&s-future_volatility": 0.4102983244789538,
"&-optimal_trailing_stop": 0.012046534332430628,
"&s-stoploss_risk": 0.9689415610952187
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769629006",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1769629006"
}
}
},
"es_sync": {
"total_checked": 123,
"already_exists": 119,
"newly_added": 4,
"failed": 0,
"details": [
{
"pair": "SUI/USDT",
"timestamp": 1769628692,
"datetime": "2026-01-28T19:31:32",
"index": "2026.01",
"action": "added"
},
{
"pair": "XAUT/USDT",
"timestamp": 1769628543,
"datetime": "2026-01-28T19:29:03",
"index": "2026.01",
"action": "added"
},
{
"pair": "XRP/USDT",
"timestamp": 1769628853,
"datetime": "2026-01-28T19:34:13",
"index": "2026.01",
"action": "added"
},
{
"pair": "ZRO/USDT",
"timestamp": 1769629006,
"datetime": "2026-01-28T19:36:46",
"index": "2026.01",
"action": "added"
}
]
}
}