myTestFreqAI/tools/freqai_analysis_20260121_201001.json
zhangkun9038@dingtalk.com 3ee798c24e limit on live
2026-02-02 12:22:04 +08:00

2343 lines
68 KiB
JSON

{
"analysis": {
"AAVE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.509,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.441,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AAVE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5092951991828396,
"&s-exit_signal": 0.3983656792645557,
"&s-future_volatility": 0.4727272727272727,
"&-optimal_trailing_stop": 0.0055210442118509865,
"&s-stoploss_risk": 0.4410623084780388
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019600",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769019600"
}
},
"ADA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.638,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.4,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.319,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ADA/USDT",
"labels_mean": {
"&s-entry_signal": 0.5718079673135853,
"&s-exit_signal": 0.6379979570990807,
"&s-future_volatility": 0.4,
"&-optimal_trailing_stop": 0.006392503573613481,
"&s-stoploss_risk": 0.31889683350357506
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768811211",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1768811211"
}
},
"ATOM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.434,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0065,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ATOM/USDT",
"labels_mean": {
"&s-entry_signal": 0.39346271705822267,
"&s-exit_signal": 0.4020429009193054,
"&s-future_volatility": 0.4337078651685393,
"&-optimal_trailing_stop": 0.006535274201011747,
"&s-stoploss_risk": 0.557711950970378
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769024285",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769024285"
}
},
"AVAX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.502,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.556,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.256,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AVAX/USDT",
"labels_mean": {
"&s-entry_signal": 0.5023493360572012,
"&s-exit_signal": 0.5562819203268642,
"&s-future_volatility": 0.40531154239019407,
"&-optimal_trailing_stop": 0.005560226010513072,
"&s-stoploss_risk": 0.25638406537282943
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768811359",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1768811359"
}
},
"BARD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.451,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.4,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0094,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.759,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BARD/USDT",
"labels_mean": {
"&s-entry_signal": 0.4511646914589293,
"&s-exit_signal": 0.44707805476093176,
"&s-future_volatility": 0.3998774008990601,
"&-optimal_trailing_stop": 0.00943028842826174,
"&s-stoploss_risk": 0.7592970984879445
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021291",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769021291"
}
},
"BCH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.483,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.419,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.39,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BCH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4826104746317512,
"&s-exit_signal": 0.4666530278232406,
"&s-future_volatility": 0.41898527004909986,
"&-optimal_trailing_stop": 0.005088320659431104,
"&s-stoploss_risk": 0.3903436988543372
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769020344",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769020344"
}
},
"BETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.233,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.39263937282229966,
"&s-exit_signal": 0.39263937282229966,
"&s-future_volatility": 0.3989547038327526,
"&-optimal_trailing_stop": 0.003518305807967407,
"&s-stoploss_risk": 0.23301393728222997
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768949155",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155"
}
},
"BIO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.271,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.413,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.489,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0075,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BIO/USDT",
"labels_mean": {
"&s-entry_signal": 0.27088866189989785,
"&s-exit_signal": 0.4128702757916241,
"&s-future_volatility": 0.4888661899897855,
"&-optimal_trailing_stop": 0.007474090597899455,
"&s-stoploss_risk": 0.4804902962206333
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768807959",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1768807959"
}
},
"BNB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.391,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.32,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.598,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0034,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.141,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BNB/USDT",
"labels_mean": {
"&s-entry_signal": 0.39121552604698673,
"&s-exit_signal": 0.3203268641470889,
"&s-future_volatility": 0.5979570990806946,
"&-optimal_trailing_stop": 0.00337480979879727,
"&s-stoploss_risk": 0.14116445352400409
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021396",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769021396"
}
},
"BTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.263,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.252,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.463,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0032,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.121,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.2629750715161422,
"&s-exit_signal": 0.251736820596649,
"&s-future_volatility": 0.46260727421332243,
"&-optimal_trailing_stop": 0.003231866075626844,
"&s-stoploss_risk": 0.12137310993052718
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021492",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769021492"
}
},
"CHZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.542,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.011,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.909,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CHZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.5421859039836568,
"&s-exit_signal": 0.47170582226762003,
"&s-future_volatility": 0.5914198161389173,
"&-optimal_trailing_stop": 0.010990744196374674,
"&s-stoploss_risk": 0.9090909090909091
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021627",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769021627"
}
},
"CORE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.425,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.58,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0069,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.622,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CORE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5941969758888435,
"&s-exit_signal": 0.425010216591745,
"&s-future_volatility": 0.580098079280752,
"&-optimal_trailing_stop": 0.006851997818435047,
"&s-stoploss_risk": 0.6217817736003269
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768866885",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1768866885"
}
},
"CRO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0045,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.348,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.39946819390468397,
"&s-exit_signal": 0.4103088566168951,
"&s-future_volatility": 0.4041726324401718,
"&-optimal_trailing_stop": 0.004530077955634486,
"&s-stoploss_risk": 0.3475148292084271
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021185",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769021185"
}
},
"CRV/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.546,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.548,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.463,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0067,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRV/USDT",
"labels_mean": {
"&s-entry_signal": 0.5464759959141982,
"&s-exit_signal": 0.5483146067415731,
"&s-future_volatility": 0.4627170582226762,
"&-optimal_trailing_stop": 0.006669847158049943,
"&s-stoploss_risk": 0.5940755873340143
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769024143",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769024143"
}
},
"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": 0.401,
"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": 0.40117994100294985,
"&-optimal_trailing_stop": 0.0020587899010242744,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769024098",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769024098"
}
},
"DOGE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.462,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.395,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0052,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.387,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOGE/USDT",
"labels_mean": {
"&s-entry_signal": 0.46210418794688457,
"&s-exit_signal": 0.3953013278855976,
"&s-future_volatility": 0.40306435137895813,
"&-optimal_trailing_stop": 0.005215669269034575,
"&s-stoploss_risk": 0.38733401430030645
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021770",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769021770"
}
},
"DOT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.508,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.584,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0065,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.555,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOT/USDT",
"labels_mean": {
"&s-entry_signal": 0.5080694586312564,
"&s-exit_signal": 0.3989785495403473,
"&s-future_volatility": 0.5842696629213483,
"&-optimal_trailing_stop": 0.006482273214053548,
"&s-stoploss_risk": 0.5550561797752809
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021913",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769021913"
}
},
"ETC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.564,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.397,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5640237656217988,
"&s-exit_signal": 0.39684490883015777,
"&s-future_volatility": 0.4419176398279041,
"&-optimal_trailing_stop": 0.004577783704247322,
"&s-stoploss_risk": 0.4040155705797992
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769023976",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769023976"
}
},
"ETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.379,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.35,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.438,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.004,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.229,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.37923988557417243,
"&s-exit_signal": 0.35002043318348997,
"&s-future_volatility": 0.4378831221904373,
"&-optimal_trailing_stop": 0.00402039897764864,
"&s-stoploss_risk": 0.22905598692276258
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022039",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769022039"
}
},
"FIL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.697,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.673,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.461,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.422,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "FIL/USDT",
"labels_mean": {
"&s-entry_signal": 0.6970377936670071,
"&s-exit_signal": 0.6725229826353422,
"&s-future_volatility": 0.46149131767109297,
"&-optimal_trailing_stop": 0.007877047251079359,
"&s-stoploss_risk": 0.42247191011235957
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768813120",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1768813120"
}
},
"KAITO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.463,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.465,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.475,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0105,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.901,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "KAITO/USDT",
"labels_mean": {
"&s-entry_signal": 0.46329993866285013,
"&s-exit_signal": 0.4653445103250869,
"&s-future_volatility": 0.47454508280515234,
"&-optimal_trailing_stop": 0.010474717345911861,
"&s-stoploss_risk": 0.9012471887139645
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022438",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769022438"
}
},
"LINK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.527,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.491,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.435,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.322,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINK/USDT",
"labels_mean": {
"&s-entry_signal": 0.5265631385369841,
"&s-exit_signal": 0.49141806293420515,
"&s-future_volatility": 0.4352268083367389,
"&-optimal_trailing_stop": 0.004611578320980263,
"&s-stoploss_risk": 0.32161830813240705
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022587",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769022587"
}
},
"LTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.555,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.575,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.006,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.491,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5552604698672114,
"&s-exit_signal": 0.5746680286006128,
"&s-future_volatility": 0.5889683350357507,
"&-optimal_trailing_stop": 0.00602476789153076,
"&s-stoploss_risk": 0.491317671092952
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022700",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769022700"
}
},
"MASK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.587,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.556,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "MASK/USDT",
"labels_mean": {
"&s-entry_signal": 0.586658481686106,
"&s-exit_signal": 0.3984039287906691,
"&s-future_volatility": 0.59402496419071,
"&-optimal_trailing_stop": 0.005891865198469994,
"&s-stoploss_risk": 0.5557601800695723
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022804",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769022804"
}
},
"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": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.585,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.596,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.554,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ONDO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5892930118512464,
"&s-exit_signal": 0.5847977114834492,
"&s-future_volatility": 0.5956272987331426,
"&-optimal_trailing_stop": 0.006233936878677903,
"&s-stoploss_risk": 0.5541479362484675
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025295",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769025295"
}
},
"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": 0.552,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.396,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.454,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.743,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PEPE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5521961184882533,
"&s-exit_signal": 0.3961184882533197,
"&s-future_volatility": 0.454341164453524,
"&-optimal_trailing_stop": 0.007876490391979353,
"&s-stoploss_risk": 0.743003064351379
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769022900",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769022900"
}
},
"PI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.206,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.26,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.012,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0029,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.02,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PI/USDT",
"labels_mean": {
"&s-entry_signal": 0.20588836638724187,
"&s-exit_signal": 0.2598650582702924,
"&s-future_volatility": 0.011858515640973216,
"&-optimal_trailing_stop": 0.0029152983579149067,
"&s-stoploss_risk": 0.01962788795747291
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768812232",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1768812232"
}
},
"POL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.46,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.466,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.444,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0104,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.918,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "POL/USDT",
"labels_mean": {
"&s-entry_signal": 0.45985699693564863,
"&s-exit_signal": 0.46578140960163433,
"&s-future_volatility": 0.44371807967313587,
"&-optimal_trailing_stop": 0.01044148391568221,
"&s-stoploss_risk": 0.9178753830439224
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769024976",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769024976"
}
},
"PUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.563,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.539,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0134,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.115,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5634320735444331,
"&s-exit_signal": 0.5387129724208376,
"&s-future_volatility": 0.4721144024514811,
"&-optimal_trailing_stop": 0.013440018891324845,
"&s-stoploss_risk": 1.1152196118488253
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769023034",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769023034"
}
},
"SAND/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.62,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0092,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.782,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAND/USDT",
"labels_mean": {
"&s-entry_signal": 0.6204290091930541,
"&s-exit_signal": 0.4731358529111338,
"&s-future_volatility": 0.4108273748723187,
"&-optimal_trailing_stop": 0.009217301658216272,
"&s-stoploss_risk": 0.7816138917262513
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769021078",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769021078"
}
},
"SHIB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.542,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.396,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0054,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.449,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SHIB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5422966898242746,
"&s-exit_signal": 0.39640375970576214,
"&s-future_volatility": 0.4738455251328157,
"&-optimal_trailing_stop": 0.005433787879354715,
"&s-stoploss_risk": 0.4489170412750306
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769023853",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769023853"
}
},
"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": 0.452,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.444,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.285,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SOL/USDT",
"labels_mean": {
"&s-entry_signal": 0.451685393258427,
"&s-exit_signal": 0.44433094994892747,
"&s-future_volatility": 0.4676200204290092,
"&-optimal_trailing_stop": 0.004608111420783361,
"&s-stoploss_risk": 0.2849846782431052
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025587",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769025587"
}
},
"STETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.429,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.397,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.254,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "STETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4290301862556198,
"&s-exit_signal": 0.40366088631984587,
"&s-future_volatility": 0.3969171483622351,
"&-optimal_trailing_stop": 0.0034746620735241385,
"&s-stoploss_risk": 0.2543352601156069
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769020966",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769020966"
}
},
"SUI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.409,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.494,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.472,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0067,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SUI/USDT",
"labels_mean": {
"&s-entry_signal": 0.40927666530445445,
"&s-exit_signal": 0.4944830404577033,
"&s-future_volatility": 0.47221087045361665,
"&-optimal_trailing_stop": 0.006728900986073451,
"&s-stoploss_risk": 0.5911319983653454
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019341",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769019341"
}
},
"TON/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.514,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.413,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.445,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TON/USDT",
"labels_mean": {
"&s-entry_signal": 0.5578259092766653,
"&s-exit_signal": 0.5143032284429914,
"&s-future_volatility": 0.4125459746628525,
"&-optimal_trailing_stop": 0.005577496214352105,
"&s-stoploss_risk": 0.4448304045770331
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025760",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769025760"
}
},
"TRB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.57,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.578,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.533,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRB/USDT",
"labels_mean": {
"&s-entry_signal": 0.569781803211198,
"&s-exit_signal": 0.5784273363524084,
"&s-future_volatility": 0.4145738987237546,
"&-optimal_trailing_stop": 0.005807449035834544,
"&s-stoploss_risk": 0.5329353643474681
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025890",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769025890"
}
},
"TRUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.471,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.47,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0049,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.371,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.47078054760931753,
"&s-exit_signal": 0.4701675521046179,
"&s-future_volatility": 0.4013077237433592,
"&-optimal_trailing_stop": 0.0048985217345930325,
"&s-stoploss_risk": 0.37065794850837763
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025998",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769025998"
}
},
"TRX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.288,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0032,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.141,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4012257405515832,
"&s-exit_signal": 0.2884576098059244,
"&s-future_volatility": 0.40612870275791624,
"&-optimal_trailing_stop": 0.003235593992431028,
"&s-stoploss_risk": 0.14055158324821246
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769018930",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769018930"
}
},
"UNI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.571,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.426,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0056,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.464,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "UNI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5707865168539326,
"&s-exit_signal": 0.4257405515832482,
"&s-future_volatility": 0.4038815117466803,
"&-optimal_trailing_stop": 0.005562946889644267,
"&s-stoploss_risk": 0.4637385086823289
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019042",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769019042"
}
},
"USDG/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.514,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.002,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "USDG/USDT",
"labels_mean": {
"&s-entry_signal": 0.0,
"&s-exit_signal": 0.0,
"&s-future_volatility": 0.5142077744942032,
"&-optimal_trailing_stop": 0.002025233007501705,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769024428",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769024428"
}
},
"WLD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.498,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.016,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.009,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0074,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.429,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLD/USDT",
"labels_mean": {
"&s-entry_signal": 0.49775234981610134,
"&s-exit_signal": 0.015937883122190438,
"&s-future_volatility": 0.008990600735594606,
"&-optimal_trailing_stop": 0.007408915574530016,
"&s-stoploss_risk": 0.42868818961994276
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768812122",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1768812122"
}
},
"WLFI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.6,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0067,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.554,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLFI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5717204740498569,
"&s-exit_signal": 0.5582345729464651,
"&s-future_volatility": 0.6001225991009399,
"&-optimal_trailing_stop": 0.0066917404369914914,
"&s-stoploss_risk": 0.5543522680833673
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019140",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769019140"
}
},
"XAUT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.103,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.107,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0025,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.021,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XAUT/USDT",
"labels_mean": {
"&s-entry_signal": 0.10329310697484148,
"&s-exit_signal": 0.10738392309265699,
"&s-future_volatility": 0.5892820617713234,
"&-optimal_trailing_stop": 0.0024847447851382405,
"&s-stoploss_risk": 0.02127224381264062
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019245",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769019245"
}
},
"XLM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.576,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.466,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0057,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XLM/USDT",
"labels_mean": {
"&s-entry_signal": 0.5756027789129546,
"&s-exit_signal": 0.446669391091132,
"&s-future_volatility": 0.4656722517368206,
"&-optimal_trailing_stop": 0.005690270231843634,
"&s-stoploss_risk": 0.45279934613812833
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769025084",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769025084"
}
},
"XRP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.439,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.492,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.462,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.298,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XRP/USDT",
"labels_mean": {
"&s-entry_signal": 0.43922369765066394,
"&s-exit_signal": 0.4917262512768131,
"&s-future_volatility": 0.46230847803881514,
"&-optimal_trailing_stop": 0.004606490782819855,
"&s-stoploss_risk": 0.29765066394279877
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769019455",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769019455"
}
},
"ZRO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.602,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ZRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.43268641470888664,
"&s-exit_signal": 0.4676200204290092,
"&s-future_volatility": 0.4071501532175689,
"&-optimal_trailing_stop": 0.0071845199961900735,
"&s-stoploss_risk": 0.6024514811031665
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768953198",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1768953198"
}
}
},
"es_sync": {
"total_checked": 97,
"already_exists": 93,
"newly_added": 4,
"failed": 0,
"details": [
{
"pair": "SOL/USDT",
"timestamp": 1769025587,
"datetime": "2026-01-21T19:59:47",
"index": "2026.01",
"action": "added"
},
{
"pair": "TON/USDT",
"timestamp": 1769025760,
"datetime": "2026-01-21T20:02:40",
"index": "2026.01",
"action": "added"
},
{
"pair": "TRB/USDT",
"timestamp": 1769025890,
"datetime": "2026-01-21T20:04:50",
"index": "2026.01",
"action": "added"
},
{
"pair": "TRUMP/USDT",
"timestamp": 1769025998,
"datetime": "2026-01-21T20:06:38",
"index": "2026.01",
"action": "added"
}
]
}
}