2839 lines
82 KiB
JSON
2839 lines
82 KiB
JSON
{
|
|
"analysis": {
|
|
"AAVE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.525,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.459,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.544,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AAVE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5250255362614913,
|
|
"&s-exit_signal": 0.4586312563840654,
|
|
"&s-future_volatility": 0.4670071501532176,
|
|
"&-optimal_trailing_stop": 0.006210674725684835,
|
|
"&s-stoploss_risk": 0.5444330949948928
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769214540",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769214540"
|
|
}
|
|
},
|
|
"ADA/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.515,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0061,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.541,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ADA/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5154239019407558,
|
|
"&s-exit_signal": 0.4014300306435138,
|
|
"&s-future_volatility": 0.4012257405515832,
|
|
"&-optimal_trailing_stop": 0.006090159027363873,
|
|
"&s-stoploss_risk": 0.5405515832482125
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769413048",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769413048"
|
|
}
|
|
},
|
|
"ASTER/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.357,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.389,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.749,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ASTER/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3568947906026558,
|
|
"&s-exit_signal": 0.3891726251276813,
|
|
"&s-future_volatility": 0.40858018386108275,
|
|
"&-optimal_trailing_stop": 0.008014826616228717,
|
|
"&s-stoploss_risk": 0.7493360572012258
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769409883",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ASTER_1769409883"
|
|
}
|
|
},
|
|
"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": 0.469,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.596,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.407,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.5,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AVAX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.46884576098059244,
|
|
"&s-exit_signal": 0.5961184882533197,
|
|
"&s-future_volatility": 0.4065372829417773,
|
|
"&-optimal_trailing_stop": 0.00575027304780317,
|
|
"&s-stoploss_risk": 0.5003064351378959
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769413251",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769413251"
|
|
}
|
|
},
|
|
"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": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.462,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0047,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.362,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BCH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4724780028647432,
|
|
"&s-exit_signal": 0.4618375281358707,
|
|
"&s-future_volatility": 0.43278084714548803,
|
|
"&-optimal_trailing_stop": 0.004710409273744541,
|
|
"&s-stoploss_risk": 0.3619807652956824
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769413872",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769413872"
|
|
}
|
|
},
|
|
"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": 0.349,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.352,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.588,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0037,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.218,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BNB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.34851889683350357,
|
|
"&s-exit_signal": 0.3515832482124617,
|
|
"&s-future_volatility": 0.5883554647599591,
|
|
"&-optimal_trailing_stop": 0.0037382274983611347,
|
|
"&s-stoploss_risk": 0.21797752808988763
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769414040",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769414040"
|
|
}
|
|
},
|
|
"BTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.278,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.334,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0037,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.21,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.2780388151174668,
|
|
"&s-exit_signal": 0.33401430030643514,
|
|
"&s-future_volatility": 0.45107252298263534,
|
|
"&-optimal_trailing_stop": 0.003700937495680259,
|
|
"&s-stoploss_risk": 0.209805924412666
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769414193",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769414193"
|
|
}
|
|
},
|
|
"CHZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.489,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.529,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.602,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.011,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.009,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CHZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48855741724560686,
|
|
"&s-exit_signal": 0.5292194523906825,
|
|
"&s-future_volatility": 0.6023702492848386,
|
|
"&-optimal_trailing_stop": 0.011001887434903927,
|
|
"&s-stoploss_risk": 1.0091949325704945
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769414468",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769414468"
|
|
}
|
|
},
|
|
"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": 0.436,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.441,
|
|
"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": 0.459,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOGE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.43636363636363634,
|
|
"&s-exit_signal": 0.4414708886618999,
|
|
"&s-future_volatility": 0.40367722165474973,
|
|
"&-optimal_trailing_stop": 0.00550124569359588,
|
|
"&s-stoploss_risk": 0.45903983656792646
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769414650",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769414650"
|
|
}
|
|
},
|
|
"DOT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.432,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.577,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.618,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48426644871270946,
|
|
"&s-exit_signal": 0.43154883530854105,
|
|
"&s-future_volatility": 0.5770331017572538,
|
|
"&-optimal_trailing_stop": 0.006685726363791746,
|
|
"&s-stoploss_risk": 0.6181038005721291
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769414812",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769414812"
|
|
}
|
|
},
|
|
"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": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.456,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.404,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39877425944841677,
|
|
"&s-exit_signal": 0.47150153217568946,
|
|
"&s-future_volatility": 0.45597548518896835,
|
|
"&-optimal_trailing_stop": 0.005129784283409716,
|
|
"&s-stoploss_risk": 0.4042900919305414
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769415032",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769415032"
|
|
}
|
|
},
|
|
"FIL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.57,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.576,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.473,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0079,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.72,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "FIL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.570173646578141,
|
|
"&s-exit_signal": 0.5758937691521961,
|
|
"&s-future_volatility": 0.4733401430030644,
|
|
"&-optimal_trailing_stop": 0.007898630745078473,
|
|
"&s-stoploss_risk": 0.7199182839632278
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769413642",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769413642"
|
|
}
|
|
},
|
|
"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": 0.417,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.5,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.489,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0101,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.939,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "KAITO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4168369431957499,
|
|
"&s-exit_signal": 0.5002043318348999,
|
|
"&s-future_volatility": 0.4889660809154066,
|
|
"&-optimal_trailing_stop": 0.010149210050755936,
|
|
"&s-stoploss_risk": 0.9393134450347365
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769415159",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769415159"
|
|
}
|
|
},
|
|
"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": 0.484,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.554,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.432,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0052,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.424,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LINK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48426644871270946,
|
|
"&s-exit_signal": 0.5541479362484675,
|
|
"&s-future_volatility": 0.431753167143441,
|
|
"&-optimal_trailing_stop": 0.0052304129048388786,
|
|
"&s-stoploss_risk": 0.42378422558234574
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769415376",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769415376"
|
|
}
|
|
},
|
|
"LTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.561,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.576,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.546,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5575076608784474,
|
|
"&s-exit_signal": 0.5607763023493361,
|
|
"&s-future_volatility": 0.5758937691521961,
|
|
"&-optimal_trailing_stop": 0.006254962162189272,
|
|
"&s-stoploss_risk": 0.5460674157303371
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769415750",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769415750"
|
|
}
|
|
},
|
|
"MASK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.434,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.579,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.625,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "MASK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.570902394106814,
|
|
"&s-exit_signal": 0.43380396971557195,
|
|
"&s-future_volatility": 0.579291999181502,
|
|
"&-optimal_trailing_stop": 0.006306588456888616,
|
|
"&s-stoploss_risk": 0.624718641293227
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769408922",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769408922"
|
|
}
|
|
},
|
|
"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": 0.343,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.427,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.461,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0086,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.807,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PENGU/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3434818144666939,
|
|
"&s-exit_signal": 0.4268492031058439,
|
|
"&s-future_volatility": 0.46076828769922357,
|
|
"&-optimal_trailing_stop": 0.0085961665707691,
|
|
"&s-stoploss_risk": 0.8069064160196159
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769410102",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1769410102"
|
|
}
|
|
},
|
|
"PEPE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.518,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.448,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.454,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0082,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.794,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PEPE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5180796731358529,
|
|
"&s-exit_signal": 0.44800817160367723,
|
|
"&s-future_volatility": 0.45413687436159345,
|
|
"&-optimal_trailing_stop": 0.008249424493989263,
|
|
"&s-stoploss_risk": 0.7938712972420837
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769410728",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769410728"
|
|
}
|
|
},
|
|
"PI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.381,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.449,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0047,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.332,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3805924412665986,
|
|
"&s-exit_signal": 0.4492339121552605,
|
|
"&s-future_volatility": 0.592849846782431,
|
|
"&-optimal_trailing_stop": 0.004743215518106054,
|
|
"&s-stoploss_risk": 0.3321756894790603
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769413445",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769413445"
|
|
}
|
|
},
|
|
"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": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.478,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0127,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.095,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5278855975485189,
|
|
"&s-exit_signal": 0.5358529111338101,
|
|
"&s-future_volatility": 0.4784473953013279,
|
|
"&-optimal_trailing_stop": 0.012673839196343387,
|
|
"&s-stoploss_risk": 1.0951991828396324
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769410319",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769410319"
|
|
}
|
|
},
|
|
"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": 0.426,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.488,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.486,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0049,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.359,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SOL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4260318757662444,
|
|
"&s-exit_signal": 0.48794442174090724,
|
|
"&s-future_volatility": 0.48590110339190845,
|
|
"&-optimal_trailing_stop": 0.004919911384218816,
|
|
"&s-stoploss_risk": 0.3592153657539845
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769411028",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769411028"
|
|
}
|
|
},
|
|
"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": 0.397,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.499,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.465,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0069,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.601,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SUI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39742541888026156,
|
|
"&s-exit_signal": 0.49897834082550063,
|
|
"&s-future_volatility": 0.4654679199019207,
|
|
"&-optimal_trailing_stop": 0.006871780298103987,
|
|
"&s-stoploss_risk": 0.6005312627707396
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412436",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769412436"
|
|
}
|
|
},
|
|
"TON/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.524,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.567,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0058,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.503,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TON/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5244126659856997,
|
|
"&s-exit_signal": 0.5673135852911134,
|
|
"&s-future_volatility": 0.4100102145045965,
|
|
"&-optimal_trailing_stop": 0.005773052296238623,
|
|
"&s-stoploss_risk": 0.5029622063329928
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769411266",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769411266"
|
|
}
|
|
},
|
|
"TRB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.553,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0061,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.637,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5530864197530864,
|
|
"&s-exit_signal": 0.5707818930041152,
|
|
"&s-future_volatility": 0.4063786008230453,
|
|
"&-optimal_trailing_stop": 0.006147941011174292,
|
|
"&s-stoploss_risk": 0.6370370370370371
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769411471",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769411471"
|
|
}
|
|
},
|
|
"TRUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.458,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0046,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.356,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42308478038815117,
|
|
"&s-exit_signal": 0.4578140960163432,
|
|
"&s-future_volatility": 0.40551583248212464,
|
|
"&-optimal_trailing_stop": 0.004629890865322295,
|
|
"&s-stoploss_risk": 0.3556690500510725
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769411694",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769411694"
|
|
}
|
|
},
|
|
"TRX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.369,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.413,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0036,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.212,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4093973442288049,
|
|
"&s-exit_signal": 0.36915219611848826,
|
|
"&s-future_volatility": 0.4134831460674157,
|
|
"&-optimal_trailing_stop": 0.0036100740269069567,
|
|
"&s-stoploss_risk": 0.21205311542390193
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769411857",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769411857"
|
|
}
|
|
},
|
|
"UNI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.544,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.006,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.544,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "UNI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5444330949948928,
|
|
"&s-exit_signal": 0.4631256384065373,
|
|
"&s-future_volatility": 0.40306435137895813,
|
|
"&-optimal_trailing_stop": 0.006022922752524351,
|
|
"&s-stoploss_risk": 0.5440245148110316
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412011",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769412011"
|
|
}
|
|
},
|
|
"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": 0.526,
|
|
"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": 0.5263276836158192,
|
|
"&-optimal_trailing_stop": 0.002031186440677966,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769410940",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769410940"
|
|
}
|
|
},
|
|
"W/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.4,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.396,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.411,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.742,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "W/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39967306906416017,
|
|
"&s-exit_signal": 0.39640375970576214,
|
|
"&s-future_volatility": 0.4105026563138537,
|
|
"&-optimal_trailing_stop": 0.008023574476814553,
|
|
"&s-stoploss_risk": 0.741724560686555
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769409727",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-W_1769409727"
|
|
}
|
|
},
|
|
"WLD/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.419,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.586,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0071,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.661,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4189989785495403,
|
|
"&s-exit_signal": 0.5859039836567926,
|
|
"&s-future_volatility": 0.5936670071501532,
|
|
"&-optimal_trailing_stop": 0.007078118280906733,
|
|
"&s-stoploss_risk": 0.6608784473953013
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769410537",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769410537"
|
|
}
|
|
},
|
|
"WLFI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.605,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.583,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.596,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0073,
|
|
"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": "WLFI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6046986721144024,
|
|
"&s-exit_signal": 0.5828396322778345,
|
|
"&s-future_volatility": 0.5957099080694587,
|
|
"&-optimal_trailing_stop": 0.007287293778660935,
|
|
"&s-stoploss_risk": 0.6216547497446374
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412165",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769412165"
|
|
}
|
|
},
|
|
"XAUT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.209,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.148,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.601,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0028,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.065,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XAUT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.20858018386108274,
|
|
"&s-exit_signal": 0.1477017364657814,
|
|
"&s-future_volatility": 0.6006128702757916,
|
|
"&-optimal_trailing_stop": 0.0027780116183126493,
|
|
"&s-stoploss_risk": 0.06537282941777324
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412303",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769412303"
|
|
}
|
|
},
|
|
"XLM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.548,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.499,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.467,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0062,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XLM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5484266448712709,
|
|
"&s-exit_signal": 0.49877400899060076,
|
|
"&s-future_volatility": 0.46710257458111976,
|
|
"&-optimal_trailing_stop": 0.006160178954778895,
|
|
"&s-stoploss_risk": 0.5279934613812832
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769381199",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769381199"
|
|
}
|
|
},
|
|
"XPL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.402,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.448,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.407,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0093,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.87,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XPL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4018386108273749,
|
|
"&s-exit_signal": 0.44800817160367723,
|
|
"&s-future_volatility": 0.4067415730337079,
|
|
"&-optimal_trailing_stop": 0.009317880316642654,
|
|
"&s-stoploss_risk": 0.8700715015321757
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412897",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769412897"
|
|
}
|
|
},
|
|
"XRP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.524,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.455,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0049,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.361,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XRP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.40858018386108275,
|
|
"&s-exit_signal": 0.5237997957099081,
|
|
"&s-future_volatility": 0.4553626149131767,
|
|
"&-optimal_trailing_stop": 0.004927809706672929,
|
|
"&s-stoploss_risk": 0.36057201225740554
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412584",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769412584"
|
|
}
|
|
},
|
|
"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": 0.519,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.571,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.406,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0108,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.874,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ZRO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5193054136874362,
|
|
"&s-exit_signal": 0.5711950970377937,
|
|
"&s-future_volatility": 0.40612870275791624,
|
|
"&-optimal_trailing_stop": 0.010820129884017742,
|
|
"&s-stoploss_risk": 0.8737487231869254
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769412743",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1769412743"
|
|
}
|
|
}
|
|
},
|
|
"es_sync": {
|
|
"total_checked": 119,
|
|
"already_exists": 118,
|
|
"newly_added": 1,
|
|
"failed": 0,
|
|
"details": [
|
|
{
|
|
"pair": "LTC/USDT",
|
|
"timestamp": 1769415750,
|
|
"datetime": "2026-01-26T08:22:30",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
}
|
|
]
|
|
}
|
|
} |