2531 lines
73 KiB
JSON
2531 lines
73 KiB
JSON
{
|
|
"analysis": {
|
|
"AAVE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.471,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.549,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AAVE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5358529111338101,
|
|
"&s-exit_signal": 0.46292134831460674,
|
|
"&s-future_volatility": 0.47129724208375895,
|
|
"&-optimal_trailing_stop": 0.006271393183320561,
|
|
"&s-stoploss_risk": 0.5489274770173647
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769178510",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769178510"
|
|
}
|
|
},
|
|
"ADA/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.638,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0064,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.319,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ADA/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5718079673135853,
|
|
"&s-exit_signal": 0.6379979570990807,
|
|
"&s-future_volatility": 0.4,
|
|
"&-optimal_trailing_stop": 0.006392503573613481,
|
|
"&s-stoploss_risk": 0.31889683350357506
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768811211",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1768811211"
|
|
}
|
|
},
|
|
"ATOM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.421,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.437,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0067,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.572,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ATOM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42063329928498466,
|
|
"&s-exit_signal": 0.409805924412666,
|
|
"&s-future_volatility": 0.436976506639428,
|
|
"&-optimal_trailing_stop": 0.006705935601334888,
|
|
"&s-stoploss_risk": 0.5722165474974463
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769125128",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769125128"
|
|
}
|
|
},
|
|
"AVAX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.502,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.556,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.405,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0056,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.256,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "AVAX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5023493360572012,
|
|
"&s-exit_signal": 0.5562819203268642,
|
|
"&s-future_volatility": 0.40531154239019407,
|
|
"&-optimal_trailing_stop": 0.005560226010513072,
|
|
"&s-stoploss_risk": 0.25638406537282943
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768811359",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1768811359"
|
|
}
|
|
},
|
|
"BARD/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.525,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.397,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0109,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.891,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BARD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5359624029423784,
|
|
"&s-exit_signal": 0.5247241520228851,
|
|
"&s-future_volatility": 0.3970167552104618,
|
|
"&-optimal_trailing_stop": 0.01085390481427361,
|
|
"&s-stoploss_risk": 0.8908868001634654
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769180244",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769180244"
|
|
}
|
|
},
|
|
"BCH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.472,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.49,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.422,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0054,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.443,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BCH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4715630114566285,
|
|
"&s-exit_signal": 0.4897708674304419,
|
|
"&s-future_volatility": 0.42205400981996727,
|
|
"&-optimal_trailing_stop": 0.00536134476058957,
|
|
"&s-stoploss_risk": 0.44271685761047463
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769178744",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769178744"
|
|
}
|
|
},
|
|
"BETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.393,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.393,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0035,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.233,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.39263937282229966,
|
|
"&s-exit_signal": 0.39263937282229966,
|
|
"&s-future_volatility": 0.3989547038327526,
|
|
"&-optimal_trailing_stop": 0.003518305807967407,
|
|
"&s-stoploss_risk": 0.23301393728222997
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768949155",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155"
|
|
}
|
|
},
|
|
"BIO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.271,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.413,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.489,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0075,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.48,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BIO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.27088866189989785,
|
|
"&s-exit_signal": 0.4128702757916241,
|
|
"&s-future_volatility": 0.4888661899897855,
|
|
"&-optimal_trailing_stop": 0.007474090597899455,
|
|
"&s-stoploss_risk": 0.4804902962206333
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768807959",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1768807959"
|
|
}
|
|
},
|
|
"BNB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.389,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.383,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0038,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.227,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BNB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.38925214548426645,
|
|
"&s-exit_signal": 0.38332652227217,
|
|
"&s-future_volatility": 0.5929709848794442,
|
|
"&-optimal_trailing_stop": 0.003842642305223609,
|
|
"&s-stoploss_risk": 0.2270126685737638
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769180463",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769180463"
|
|
}
|
|
},
|
|
"BTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.328,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.349,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.459,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0038,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.202,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "BTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3284984678243105,
|
|
"&s-exit_signal": 0.3491317671092952,
|
|
"&s-future_volatility": 0.45903983656792646,
|
|
"&-optimal_trailing_stop": 0.0037729380822042113,
|
|
"&s-stoploss_risk": 0.20163432073544432
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769180690",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769180690"
|
|
}
|
|
},
|
|
"CHZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.536,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.528,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.599,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0115,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.001,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CHZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5362614913176711,
|
|
"&s-exit_signal": 0.52829417773238,
|
|
"&s-future_volatility": 0.5989785495403472,
|
|
"&-optimal_trailing_stop": 0.011458832789042145,
|
|
"&s-stoploss_risk": 1.0010214504596526
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769180917",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769180917"
|
|
}
|
|
},
|
|
"CORE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.611,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.506,
|
|
"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": 0.6106230847803882,
|
|
"&s-exit_signal": 0.5060265577119509,
|
|
"&s-future_volatility": 0.5724208375893769,
|
|
"&-optimal_trailing_stop": 0.008164605319769236,
|
|
"&s-stoploss_risk": 0.7534218590398366
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769179835",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769179835"
|
|
}
|
|
},
|
|
"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": 0.562,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.581,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.455,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0074,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.684,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "CRV/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5624106230847804,
|
|
"&s-exit_signal": 0.5807967313585292,
|
|
"&s-future_volatility": 0.4547497446373851,
|
|
"&-optimal_trailing_stop": 0.007402114661061428,
|
|
"&s-stoploss_risk": 0.6843718079673136
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182655",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769182655"
|
|
}
|
|
},
|
|
"DAI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0021,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.0,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DAI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.0,
|
|
"&s-exit_signal": 0.0,
|
|
"&s-future_volatility": 0.3998180577666591,
|
|
"&-optimal_trailing_stop": 0.0020602881723479597,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769038498",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769038498"
|
|
}
|
|
},
|
|
"DOGE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.494,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.462,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0059,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.49,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOGE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4938700449530037,
|
|
"&s-exit_signal": 0.46178994687372293,
|
|
"&s-future_volatility": 0.40314671025745813,
|
|
"&-optimal_trailing_stop": 0.0058797449514861036,
|
|
"&s-stoploss_risk": 0.48998774008990603
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181150",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769181150"
|
|
}
|
|
},
|
|
"DOT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.534,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.579,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0073,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.654,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "DOT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5341234164282795,
|
|
"&s-exit_signal": 0.4509603596240294,
|
|
"&s-future_volatility": 0.5792807519411525,
|
|
"&-optimal_trailing_stop": 0.0072832534711023515,
|
|
"&s-stoploss_risk": 0.6536575398447078
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181361",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769181361"
|
|
}
|
|
},
|
|
"ETC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.585,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.448,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.439,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0051,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.487,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5846782431052094,
|
|
"&s-exit_signal": 0.44780388151174666,
|
|
"&s-future_volatility": 0.43922369765066394,
|
|
"&-optimal_trailing_stop": 0.005096763577942984,
|
|
"&s-stoploss_risk": 0.4874361593462717
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182506",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769182506"
|
|
}
|
|
},
|
|
"ETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.429,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.463,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.436,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.005,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.363,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42868818961994276,
|
|
"&s-exit_signal": 0.46322026971802205,
|
|
"&s-future_volatility": 0.4358398038414385,
|
|
"&-optimal_trailing_stop": 0.005000592976920984,
|
|
"&s-stoploss_risk": 0.36309767061708215
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181510",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769181510"
|
|
}
|
|
},
|
|
"FIL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.697,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.673,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.461,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0079,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.422,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "FIL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6970377936670071,
|
|
"&s-exit_signal": 0.6725229826353422,
|
|
"&s-future_volatility": 0.46149131767109297,
|
|
"&-optimal_trailing_stop": 0.007877047251079359,
|
|
"&s-stoploss_risk": 0.42247191011235957
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768813120",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1768813120"
|
|
}
|
|
},
|
|
"IP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.589,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.604,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0179,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.376,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "IP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5889683350357507,
|
|
"&s-exit_signal": 0.6042900919305414,
|
|
"&s-future_volatility": 0.40898876404494383,
|
|
"&-optimal_trailing_stop": 0.017853178989785105,
|
|
"&s-stoploss_risk": 1.3760980592441268
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769179677",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769179677"
|
|
}
|
|
},
|
|
"KAITO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.442,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.487,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.478,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0105,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.944,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "KAITO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.44244530770803514,
|
|
"&s-exit_signal": 0.4874258842772439,
|
|
"&s-future_volatility": 0.47802085463095484,
|
|
"&-optimal_trailing_stop": 0.01048623247578918,
|
|
"&s-stoploss_risk": 0.9437742792884891
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181613",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769181613"
|
|
}
|
|
},
|
|
"LINK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.54,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.56,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.434,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0053,
|
|
"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": 0.5401430030643514,
|
|
"&s-exit_signal": 0.5599591419816139,
|
|
"&s-future_volatility": 0.4339121552604699,
|
|
"&-optimal_trailing_stop": 0.00532666890213403,
|
|
"&s-stoploss_risk": 0.4243105209397344
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181761",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769181761"
|
|
}
|
|
},
|
|
"LTC/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.608,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.604,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.585,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0068,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.607,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "LTC/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6080915406620352,
|
|
"&s-exit_signal": 0.6038005721291377,
|
|
"&s-future_volatility": 0.5847977114834492,
|
|
"&-optimal_trailing_stop": 0.006779805972387389,
|
|
"&s-stoploss_risk": 0.6074785451573355
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769181922",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769181922"
|
|
}
|
|
},
|
|
"MASK/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.61,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.45,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.583,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0068,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.652,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "MASK/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6099058534588621,
|
|
"&s-exit_signal": 0.44965206713057715,
|
|
"&s-future_volatility": 0.5830945558739254,
|
|
"&-optimal_trailing_stop": 0.006780820907569043,
|
|
"&s-stoploss_risk": 0.6518624641833811
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182056",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769182056"
|
|
}
|
|
},
|
|
"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": 0.602,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.599,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.593,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0071,
|
|
"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": "ONDO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6021659174499387,
|
|
"&s-exit_signal": 0.5986922762566408,
|
|
"&s-future_volatility": 0.5931753167143441,
|
|
"&-optimal_trailing_stop": 0.007111400594733914,
|
|
"&s-stoploss_risk": 0.6794033510420924
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769183695",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769183695"
|
|
}
|
|
},
|
|
"PENGU/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.483,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.998,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0097,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.612,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PENGU/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41540662035145076,
|
|
"&s-exit_signal": 0.48304045770331017,
|
|
"&s-future_volatility": 0.9975480179812015,
|
|
"&-optimal_trailing_stop": 0.009720207554481025,
|
|
"&s-stoploss_risk": 0.6121781773600327
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768808170",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1768808170"
|
|
}
|
|
},
|
|
"PEPE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.569,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.453,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.452,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0086,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.826,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PEPE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5692684920310584,
|
|
"&s-exit_signal": 0.4530036779730282,
|
|
"&s-future_volatility": 0.4519820187985288,
|
|
"&-optimal_trailing_stop": 0.00857430664716641,
|
|
"&s-stoploss_risk": 0.8259092766653044
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182209",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769182209"
|
|
}
|
|
},
|
|
"PI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.206,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.26,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.012,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0029,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.02,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.20588836638724187,
|
|
"&s-exit_signal": 0.2598650582702924,
|
|
"&s-future_volatility": 0.011858515640973216,
|
|
"&-optimal_trailing_stop": 0.0029152983579149067,
|
|
"&s-stoploss_risk": 0.01962788795747291
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768812232",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1768812232"
|
|
}
|
|
},
|
|
"POL/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.413,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.436,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.442,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0091,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.848,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "POL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4128702757916241,
|
|
"&s-exit_signal": 0.43595505617977526,
|
|
"&s-future_volatility": 0.44228804902962204,
|
|
"&-optimal_trailing_stop": 0.009130229341474595,
|
|
"&s-stoploss_risk": 0.8475995914198161
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769183376",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769183376"
|
|
}
|
|
},
|
|
"PUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.566,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.535,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.471,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0133,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.104,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "PUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5656792645556691,
|
|
"&s-exit_signal": 0.5346271705822268,
|
|
"&s-future_volatility": 0.4710929519918284,
|
|
"&-optimal_trailing_stop": 0.013326165110528617,
|
|
"&s-stoploss_risk": 1.1039836567926455
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769037434",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769037434"
|
|
}
|
|
},
|
|
"SAFE/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.533,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.563,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0135,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 1.092,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAFE/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.532719836400818,
|
|
"&s-exit_signal": 0.5631901840490797,
|
|
"&s-future_volatility": 0.4002044989775051,
|
|
"&-optimal_trailing_stop": 0.013504785996386581,
|
|
"&s-stoploss_risk": 1.0920245398773005
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769179517",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769179517"
|
|
}
|
|
},
|
|
"SAND/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.609,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.538,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.408,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0115,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.946,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SAND/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6089887640449438,
|
|
"&s-exit_signal": 0.5378958120531154,
|
|
"&s-future_volatility": 0.4083758937691522,
|
|
"&-optimal_trailing_stop": 0.011466557160084349,
|
|
"&s-stoploss_risk": 0.9462717058222676
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769180023",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769180023"
|
|
}
|
|
},
|
|
"SHIB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.563,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.451,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.478,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0061,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.539,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SHIB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5634320735444331,
|
|
"&s-exit_signal": 0.45107252298263534,
|
|
"&s-future_volatility": 0.47763023493360574,
|
|
"&-optimal_trailing_stop": 0.006063285516893167,
|
|
"&s-stoploss_risk": 0.538508682328907
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182370",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769182370"
|
|
}
|
|
},
|
|
"SKY/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.41,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.343,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0054,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.474,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SKY/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.41035120147874304,
|
|
"&s-exit_signal": 0.3427808584925036,
|
|
"&s-future_volatility": 0.4004929143561306,
|
|
"&-optimal_trailing_stop": 0.005413366062080544,
|
|
"&s-stoploss_risk": 0.47422468679400287
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769179331",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769179331"
|
|
}
|
|
},
|
|
"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": 0.486,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.523,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.466,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0053,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.396,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SOL/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.48621041879468846,
|
|
"&s-exit_signal": 0.5229826353421859,
|
|
"&s-future_volatility": 0.4661899897854954,
|
|
"&-optimal_trailing_stop": 0.00532104352010975,
|
|
"&s-stoploss_risk": 0.3955056179775281
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769183987",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769183987"
|
|
}
|
|
},
|
|
"STETH/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.426,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.409,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0035,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.27,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "STETH/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4258434118395926,
|
|
"&s-exit_signal": 0.4092934436664545,
|
|
"&s-future_volatility": 0.4007001909611712,
|
|
"&-optimal_trailing_stop": 0.0034995409576675197,
|
|
"&s-stoploss_risk": 0.2698917886696372
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769035366",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366"
|
|
}
|
|
},
|
|
"SUI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.424,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.539,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.471,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0075,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.673,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "SUI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.42439722108704536,
|
|
"&s-exit_signal": 0.5390273804658766,
|
|
"&s-future_volatility": 0.47139354311401716,
|
|
"&-optimal_trailing_stop": 0.007503202562097425,
|
|
"&s-stoploss_risk": 0.6728647323252963
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769178089",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769178089"
|
|
}
|
|
},
|
|
"TON/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.558,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.549,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.411,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.006,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.519,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TON/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5576215774417654,
|
|
"&s-exit_signal": 0.5492439722108704,
|
|
"&s-future_volatility": 0.4105026563138537,
|
|
"&-optimal_trailing_stop": 0.005956798803995266,
|
|
"&s-stoploss_risk": 0.5194115243154883
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184202",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769184202"
|
|
}
|
|
},
|
|
"TRB/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.597,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.405,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0065,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.646,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRB/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5972507180960197,
|
|
"&s-exit_signal": 0.593557652851867,
|
|
"&s-future_volatility": 0.4052113254000821,
|
|
"&-optimal_trailing_stop": 0.006531741589817826,
|
|
"&s-stoploss_risk": 0.646491588018055
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184355",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769184355"
|
|
}
|
|
},
|
|
"TRUMP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.468,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.499,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.401,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.005,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.416,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRUMP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.46823289070480084,
|
|
"&s-exit_signal": 0.49948927477017363,
|
|
"&s-future_volatility": 0.4006128702757916,
|
|
"&-optimal_trailing_stop": 0.005035090443126433,
|
|
"&s-stoploss_risk": 0.4159346271705822
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184498",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769184498"
|
|
}
|
|
},
|
|
"TRX/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.399,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.337,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.412,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0034,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.177,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "TRX/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.3989785495403473,
|
|
"&s-exit_signal": 0.33707865168539325,
|
|
"&s-future_volatility": 0.4122574055158325,
|
|
"&-optimal_trailing_stop": 0.003432212771473078,
|
|
"&s-stoploss_risk": 0.1767109295199183
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184648",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769184648"
|
|
}
|
|
},
|
|
"UNI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.594,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.486,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.4,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0063,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.573,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "UNI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5938712972420838,
|
|
"&s-exit_signal": 0.4858018386108274,
|
|
"&s-future_volatility": 0.4,
|
|
"&-optimal_trailing_stop": 0.0062954022621026975,
|
|
"&s-stoploss_risk": 0.5732379979570991
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184804",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769184804"
|
|
}
|
|
},
|
|
"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": 0.519,
|
|
"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": 0.5187643020594965,
|
|
"&-optimal_trailing_stop": 0.0020288329519450804,
|
|
"&s-stoploss_risk": 0.0
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769182918",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769182918"
|
|
}
|
|
},
|
|
"WLD/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.498,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.016,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.009,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0074,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.429,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLD/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.49775234981610134,
|
|
"&s-exit_signal": 0.015937883122190438,
|
|
"&s-future_volatility": 0.008990600735594606,
|
|
"&-optimal_trailing_stop": 0.007408915574530016,
|
|
"&s-stoploss_risk": 0.42868818961994276
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768812122",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1768812122"
|
|
}
|
|
},
|
|
"WLFI/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.595,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0076,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.642,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "WLFI/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.5948099713935431,
|
|
"&s-exit_signal": 0.5948099713935431,
|
|
"&s-future_volatility": 0.5948099713935431,
|
|
"&-optimal_trailing_stop": 0.0075732181736042235,
|
|
"&s-stoploss_risk": 0.6424192889252145
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769184940",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769184940"
|
|
}
|
|
},
|
|
"XAUT/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.187,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.145,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.598,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0027,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.048,
|
|
"status": "⚠️ 正样本过少",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XAUT/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.18737229260318758,
|
|
"&s-exit_signal": 0.1454842664487127,
|
|
"&s-future_volatility": 0.5976706170821414,
|
|
"&-optimal_trailing_stop": 0.0027028791430734845,
|
|
"&s-stoploss_risk": 0.047813649366571315
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769177885",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769177885"
|
|
}
|
|
},
|
|
"XLM/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.603,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.501,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.464,
|
|
"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": "XLM/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.6034793041391722,
|
|
"&s-exit_signal": 0.5010997800439912,
|
|
"&s-future_volatility": 0.46370725854829037,
|
|
"&-optimal_trailing_stop": 0.006332852164762928,
|
|
"&s-stoploss_risk": 0.5456908618276345
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769183538",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769183538"
|
|
}
|
|
},
|
|
"XRP/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.47,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.555,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.457,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0053,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.398,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XRP/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4703718839395178,
|
|
"&s-exit_signal": 0.554965263588067,
|
|
"&s-future_volatility": 0.4572946465059256,
|
|
"&-optimal_trailing_stop": 0.005299637407541548,
|
|
"&s-stoploss_risk": 0.39762975071516143
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769178290",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769178290"
|
|
}
|
|
},
|
|
"XTZ/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.423,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.415,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.403,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.008,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.733,
|
|
"status": "⚠️ 正样本过多",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "XTZ/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.4229038854805726,
|
|
"&s-exit_signal": 0.41451942740286296,
|
|
"&s-future_volatility": 0.4026584867075665,
|
|
"&-optimal_trailing_stop": 0.008036144489850424,
|
|
"&s-stoploss_risk": 0.7331288343558282
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1769121762",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XTZ_1769121762"
|
|
}
|
|
},
|
|
"ZRO/USDT": {
|
|
"status": "trained",
|
|
"labels_analysis": {
|
|
"&s-entry_signal": {
|
|
"mean": 0.433,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-exit_signal": {
|
|
"mean": 0.468,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&s-future_volatility": {
|
|
"mean": 0.407,
|
|
"status": "✅ 理想",
|
|
"balance": "平衡"
|
|
},
|
|
"&-optimal_trailing_stop": {
|
|
"mean": 0.0072,
|
|
"status": "回归标签",
|
|
"type": "continuous"
|
|
},
|
|
"&s-stoploss_risk": {
|
|
"mean": 0.602,
|
|
"status": "✓ 可接受",
|
|
"balance": "不平衡"
|
|
}
|
|
},
|
|
"metrics": {},
|
|
"raw_data": {
|
|
"pair": "ZRO/USDT",
|
|
"labels_mean": {
|
|
"&s-entry_signal": 0.43268641470888664,
|
|
"&s-exit_signal": 0.4676200204290092,
|
|
"&s-future_volatility": 0.4071501532175689,
|
|
"&-optimal_trailing_stop": 0.0071845199961900735,
|
|
"&s-stoploss_risk": 0.6024514811031665
|
|
},
|
|
"train_score": null,
|
|
"test_score": null,
|
|
"train_size": null,
|
|
"test_size": null,
|
|
"last_train_timestamp": "1768953198",
|
|
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1768953198"
|
|
}
|
|
}
|
|
},
|
|
"es_sync": {
|
|
"total_checked": 105,
|
|
"already_exists": 101,
|
|
"newly_added": 4,
|
|
"failed": 0,
|
|
"details": [
|
|
{
|
|
"pair": "TRUMP/USDT",
|
|
"timestamp": 1769184498,
|
|
"datetime": "2026-01-23T16:08:18",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "TRX/USDT",
|
|
"timestamp": 1769184648,
|
|
"datetime": "2026-01-23T16:10:48",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "UNI/USDT",
|
|
"timestamp": 1769184804,
|
|
"datetime": "2026-01-23T16:13:24",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
},
|
|
{
|
|
"pair": "WLFI/USDT",
|
|
"timestamp": 1769184940,
|
|
"datetime": "2026-01-23T16:15:40",
|
|
"index": "2026.01",
|
|
"action": "added"
|
|
}
|
|
]
|
|
}
|
|
} |