myTestFreqAI/tools/freqai_analysis_20260127_230004.json
zhangkun9038@dingtalk.com 3ee798c24e limit on live
2026-02-02 12:22:04 +08:00

2947 lines
85 KiB
JSON

{
"analysis": {
"AAVE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.525,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.459,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.544,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AAVE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5250255362614913,
"&s-exit_signal": 0.4586312563840654,
"&s-future_volatility": 0.4670071501532176,
"&-optimal_trailing_stop": 0.006210674725684835,
"&s-stoploss_risk": 0.5444330949948928
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769214540",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769214540"
}
},
"ADA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.491,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.197,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.497,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ADA/USDT",
"labels_mean": {
"&s-entry_signal": 0.4905005107252298,
"&s-exit_signal": 0.19734422880490296,
"&s-future_volatility": 0.4020429009193054,
"&-optimal_trailing_stop": 0.0057536140581695705,
"&s-stoploss_risk": 0.4970377936670072
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769550107",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769550107"
}
},
"APT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0069,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.664,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "APT/USDT",
"labels_mean": {
"&s-entry_signal": 0.41491317671092953,
"&s-exit_signal": 0.4108273748723187,
"&s-future_volatility": 0.40306435137895813,
"&-optimal_trailing_stop": 0.006889253584892085,
"&s-stoploss_risk": 0.6643513789581206
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769553895",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-APT_1769553895"
}
},
"ASTER/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.412,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0077,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.748,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ASTER/USDT",
"labels_mean": {
"&s-entry_signal": 0.3988557417245607,
"&s-exit_signal": 0.41193297915815286,
"&s-future_volatility": 0.4041683694319575,
"&-optimal_trailing_stop": 0.007654028089496964,
"&s-stoploss_risk": 0.748467511238251
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769554112",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ASTER_1769554112"
}
},
"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": 0.458,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.47,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "AVAX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4584269662921348,
"&s-exit_signal": 0.5899897854954035,
"&s-future_volatility": 0.40306435137895813,
"&-optimal_trailing_stop": 0.005539983543989983,
"&s-stoploss_risk": 0.4704800817160368
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769550297",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769550297"
}
},
"BARD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.558,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0118,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.966,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BARD/USDT",
"labels_mean": {
"&s-entry_signal": 0.5579162410623085,
"&s-exit_signal": 0.558120531154239,
"&s-future_volatility": 0.40531154239019407,
"&-optimal_trailing_stop": 0.011753650140043518,
"&s-stoploss_risk": 0.9664964249233912
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769296944",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769296944"
}
},
"BCH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.427,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.427,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.44,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0042,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.283,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BCH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4270513607530182,
"&s-exit_signal": 0.427255985267035,
"&s-future_volatility": 0.44014732965009207,
"&-optimal_trailing_stop": 0.004168668980406897,
"&s-stoploss_risk": 0.28299570288520565
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769550887",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769550887"
}
},
"BETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.393,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.233,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.39263937282229966,
"&s-exit_signal": 0.39263937282229966,
"&s-future_volatility": 0.3989547038327526,
"&-optimal_trailing_stop": 0.003518305807967407,
"&s-stoploss_risk": 0.23301393728222997
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768949155",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155"
}
},
"BIO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.602,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.509,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.484,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0123,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.002,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BIO/USDT",
"labels_mean": {
"&s-entry_signal": 0.6022471910112359,
"&s-exit_signal": 0.508682328907048,
"&s-future_volatility": 0.48355464759959144,
"&-optimal_trailing_stop": 0.012252196259664753,
"&s-stoploss_risk": 1.002247191011236
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383257",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1769383257"
}
},
"BNB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.301,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.347,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0036,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.196,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BNB/USDT",
"labels_mean": {
"&s-entry_signal": 0.3013894564773192,
"&s-exit_signal": 0.34654679199019206,
"&s-future_volatility": 0.5935839803841438,
"&-optimal_trailing_stop": 0.00361885385414342,
"&s-stoploss_risk": 0.19554556599918269
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551030",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769551030"
}
},
"BTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.233,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.317,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0036,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.197,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "BTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.23289070480081717,
"&s-exit_signal": 0.3170582226762002,
"&s-future_volatility": 0.4525025536261491,
"&-optimal_trailing_stop": 0.003592831876604808,
"&s-stoploss_risk": 0.19693564862104188
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551181",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769551181"
}
},
"CHZ/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.471,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.51,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.6,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0106,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.972,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CHZ/USDT",
"labels_mean": {
"&s-entry_signal": 0.47139354311401716,
"&s-exit_signal": 0.5102165917449939,
"&s-future_volatility": 0.6003269309358398,
"&-optimal_trailing_stop": 0.010615551421009362,
"&s-stoploss_risk": 0.9722108704536166
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551360",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769551360"
}
},
"CORE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.607,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.503,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0082,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.753,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CORE/USDT",
"labels_mean": {
"&s-entry_signal": 0.6073544433094995,
"&s-exit_signal": 0.503370786516854,
"&s-future_volatility": 0.5722165474974463,
"&-optimal_trailing_stop": 0.008209699584938808,
"&s-stoploss_risk": 0.7526046986721144
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208647",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769208647"
}
},
"CRO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0046,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.353,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.39865003068112087,
"&s-exit_signal": 0.41521783595827366,
"&s-future_volatility": 0.4027408467989364,
"&-optimal_trailing_stop": 0.004564941803030084,
"&s-stoploss_risk": 0.3526283493556965
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769035585",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769035585"
}
},
"CRV/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.561,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.58,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.453,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0074,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.679,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "CRV/USDT",
"labels_mean": {
"&s-entry_signal": 0.5611848825331971,
"&s-exit_signal": 0.5795709908069459,
"&s-future_volatility": 0.4533197139938713,
"&-optimal_trailing_stop": 0.0073927695602945005,
"&s-stoploss_risk": 0.678855975485189
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769211615",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769211615"
}
},
"DAI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.528,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0021,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DAI/USDT",
"labels_mean": {
"&s-entry_signal": 0.0,
"&s-exit_signal": 0.0,
"&s-future_volatility": 0.5282294489611563,
"&-optimal_trailing_stop": 0.0020564511791888378,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383553",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769383553"
}
},
"DOGE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.417,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOGE/USDT",
"labels_mean": {
"&s-entry_signal": 0.4167517875383044,
"&s-exit_signal": 0.40469867211440247,
"&s-future_volatility": 0.40551583248212464,
"&-optimal_trailing_stop": 0.00513893662648947,
"&s-stoploss_risk": 0.4044943820224719
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551525",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769551525"
}
},
"DOT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.419,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.584,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0063,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.586,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "DOT/USDT",
"labels_mean": {
"&s-entry_signal": 0.4670071501532176,
"&s-exit_signal": 0.4189989785495403,
"&s-future_volatility": 0.5838610827374873,
"&-optimal_trailing_stop": 0.0063164959088173305,
"&s-stoploss_risk": 0.5861082737487232
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551686",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769551686"
}
},
"ETC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.581,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.443,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.437,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.482,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5812053115423902,
"&s-exit_signal": 0.4433094994892748,
"&s-future_volatility": 0.436976506639428,
"&-optimal_trailing_stop": 0.005070900929302312,
"&s-stoploss_risk": 0.4821246169560776
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769211421",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769211421"
}
},
"ETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.352,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.461,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.46,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.005,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.385,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.35178753830439224,
"&s-exit_signal": 0.4608784473953013,
"&s-future_volatility": 0.46046986721144023,
"&-optimal_trailing_stop": 0.004961709613388347,
"&s-stoploss_risk": 0.38549540347293154
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551859",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769551859"
}
},
"FIL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.529,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.574,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.474,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.69,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "FIL/USDT",
"labels_mean": {
"&s-entry_signal": 0.5292194523906825,
"&s-exit_signal": 0.5735594605639559,
"&s-future_volatility": 0.4736411932979158,
"&-optimal_trailing_stop": 0.007182086093534468,
"&s-stoploss_risk": 0.6896199427870863
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769550683",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769550683"
}
},
"HMSTR/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0072,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.68,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "HMSTR/USDT",
"labels_mean": {
"&s-entry_signal": 0.4023341523341523,
"&s-exit_signal": 0.40765765765765766,
"&s-future_volatility": 0.40397215397215397,
"&-optimal_trailing_stop": 0.00720322795627621,
"&s-stoploss_risk": 0.6799754299754299
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769553725",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-HMSTR_1769553725"
}
},
"ICP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.56,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.536,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.404,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0128,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.058,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ICP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5597548518896833,
"&s-exit_signal": 0.5358529111338101,
"&s-future_volatility": 0.4042900919305414,
"&-optimal_trailing_stop": 0.012797895576801986,
"&s-stoploss_risk": 1.0582226762002043
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769295351",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ICP_1769295351"
}
},
"IP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.539,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.591,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0171,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.384,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "IP/USDT",
"labels_mean": {
"&s-entry_signal": 0.5389172625127682,
"&s-exit_signal": 0.5910112359550562,
"&s-future_volatility": 0.4083758937691522,
"&-optimal_trailing_stop": 0.017080106182083162,
"&s-stoploss_risk": 1.3838610827374873
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769384836",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769384836"
}
},
"KAITO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.499,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.487,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0094,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.927,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "KAITO/USDT",
"labels_mean": {
"&s-entry_signal": 0.4006128702757916,
"&s-exit_signal": 0.49908069458631255,
"&s-future_volatility": 0.48702757916241063,
"&-optimal_trailing_stop": 0.009394022628293043,
"&s-stoploss_risk": 0.9268641470888662
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769551984",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769551984"
}
},
"LINEA/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.422,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.433,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.42,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.009,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.812,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINEA/USDT",
"labels_mean": {
"&s-entry_signal": 0.42247191011235957,
"&s-exit_signal": 0.43289070480081715,
"&s-future_volatility": 0.4202247191011236,
"&-optimal_trailing_stop": 0.008983019223051938,
"&s-stoploss_risk": 0.8120531154239019
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769383761",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINEA_1769383761"
}
},
"LINK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.541,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.427,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.005,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.4,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LINK/USDT",
"labels_mean": {
"&s-entry_signal": 0.44728238659583164,
"&s-exit_signal": 0.5410706988148754,
"&s-future_volatility": 0.4268492031058439,
"&-optimal_trailing_stop": 0.0050154713794504854,
"&s-stoploss_risk": 0.3998774008990601
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769552176",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769552176"
}
},
"LTC/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.561,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.533,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.58,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0057,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.494,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "LTC/USDT",
"labels_mean": {
"&s-entry_signal": 0.5613891726251277,
"&s-exit_signal": 0.533197139938713,
"&s-future_volatility": 0.579979570990807,
"&-optimal_trailing_stop": 0.005686908649890784,
"&s-stoploss_risk": 0.493973442288049
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769552550",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769552550"
}
},
"MASK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.573,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.589,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0061,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.577,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "MASK/USDT",
"labels_mean": {
"&s-entry_signal": 0.5729486392469818,
"&s-exit_signal": 0.40331491712707185,
"&s-future_volatility": 0.5889093513402905,
"&-optimal_trailing_stop": 0.006117912359060225,
"&s-stoploss_risk": 0.5768365050133006
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769552922",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769552922"
}
},
"NEAR/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.295,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.671,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.998,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0069,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.374,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "NEAR/USDT",
"labels_mean": {
"&s-entry_signal": 0.29499489274770174,
"&s-exit_signal": 0.6708886618998978,
"&s-future_volatility": 0.9977528089887641,
"&-optimal_trailing_stop": 0.006919196448364287,
"&s-stoploss_risk": 0.3740551583248212
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768813872",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-NEAR_1768813872"
}
},
"ONDO/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.595,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.59,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0071,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.676,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ONDO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5954229668982427,
"&s-exit_signal": 0.5941969758888435,
"&s-future_volatility": 0.589906007355946,
"&-optimal_trailing_stop": 0.007096762785326173,
"&s-stoploss_risk": 0.6763383735185942
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769212495",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769212495"
}
},
"PENGU/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.475,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.763,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PENGU/USDT",
"labels_mean": {
"&s-entry_signal": 0.40988966080915407,
"&s-exit_signal": 0.40294237842255826,
"&s-future_volatility": 0.47548017981201474,
"&-optimal_trailing_stop": 0.00803256036946772,
"&s-stoploss_risk": 0.7629750715161422
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769554311",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1769554311"
}
},
"PEPE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.592,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.418,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.465,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0079,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.741,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PEPE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5916241062308478,
"&s-exit_signal": 0.41797752808988764,
"&s-future_volatility": 0.46537282941777325,
"&-optimal_trailing_stop": 0.007880825062569092,
"&s-stoploss_risk": 0.740755873340143
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769547567",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769547567"
}
},
"PI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.487,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0051,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.392,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PI/USDT",
"labels_mean": {
"&s-entry_signal": 0.3980384143849612,
"&s-exit_signal": 0.48712709440130775,
"&s-future_volatility": 0.5944013077237433,
"&-optimal_trailing_stop": 0.005066951304133099,
"&s-stoploss_risk": 0.39211279117286474
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769550490",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769550490"
}
},
"POL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.423,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.442,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.009,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.829,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "POL/USDT",
"labels_mean": {
"&s-entry_signal": 0.409805924412666,
"&s-exit_signal": 0.42349336057201226,
"&s-future_volatility": 0.44187946884576096,
"&-optimal_trailing_stop": 0.008952026474148623,
"&s-stoploss_risk": 0.8294177732379979
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769212176",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769212176"
}
},
"PUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.511,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.525,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.012,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.066,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "PUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.510929519918284,
"&s-exit_signal": 0.5254341164453524,
"&s-future_volatility": 0.47967313585291116,
"&-optimal_trailing_stop": 0.01197190436647225,
"&s-stoploss_risk": 1.0655771195097037
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769554538",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769554538"
}
},
"SAFE/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.553,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.563,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0139,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 1.096,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAFE/USDT",
"labels_mean": {
"&s-entry_signal": 0.5525562372188139,
"&s-exit_signal": 0.5625766871165644,
"&s-future_volatility": 0.39918200408997956,
"&-optimal_trailing_stop": 0.013861888356212536,
"&s-stoploss_risk": 1.0959100204498977
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208317",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769208317"
}
},
"SAND/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.613,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.534,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0116,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.941,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SAND/USDT",
"labels_mean": {
"&s-entry_signal": 0.6134831460674157,
"&s-exit_signal": 0.5338100102145046,
"&s-future_volatility": 0.409805924412666,
"&-optimal_trailing_stop": 0.011559901275947035,
"&s-stoploss_risk": 0.9409601634320736
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208831",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769208831"
}
},
"SHIB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.516,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.439,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.48,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.528,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SHIB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5164453524004086,
"&s-exit_signal": 0.43861082737487234,
"&s-future_volatility": 0.47967313585291116,
"&-optimal_trailing_stop": 0.005840551084611048,
"&s-stoploss_risk": 0.5278855975485189
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769380829",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769380829"
}
},
"SKY/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.399,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0055,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.488,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SKY/USDT",
"labels_mean": {
"&s-entry_signal": 0.4064489628260423,
"&s-exit_signal": 0.39926062846580407,
"&s-future_volatility": 0.4017252002464572,
"&-optimal_trailing_stop": 0.005485798723241254,
"&s-stoploss_risk": 0.4875744506058739
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769208131",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769208131"
}
},
"SNX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.41,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.416,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.366,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.473,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SNX/USDT",
"labels_mean": {
"&s-entry_signal": 0.4095411360420457,
"&s-exit_signal": 0.41580756013745707,
"&s-future_volatility": 0.36587831008692134,
"&-optimal_trailing_stop": 0.007954790642541959,
"&s-stoploss_risk": 0.4728118051344249
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1768779269",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SNX_1768779269"
}
},
"SOL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.388,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.452,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.487,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0049,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.339,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SOL/USDT",
"labels_mean": {
"&s-entry_signal": 0.38835546475995913,
"&s-exit_signal": 0.4522982635342186,
"&s-future_volatility": 0.48661899897854954,
"&-optimal_trailing_stop": 0.00485558343475981,
"&s-stoploss_risk": 0.3393258426966292
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769547908",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769547908"
}
},
"STETH/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.426,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.409,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.401,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.27,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "STETH/USDT",
"labels_mean": {
"&s-entry_signal": 0.4258434118395926,
"&s-exit_signal": 0.4092934436664545,
"&s-future_volatility": 0.4007001909611712,
"&-optimal_trailing_stop": 0.0034995409576675197,
"&s-stoploss_risk": 0.2698917886696372
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769035366",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366"
}
},
"STRK/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.406,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.414,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.703,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "STRK/USDT",
"labels_mean": {
"&s-entry_signal": 0.4076420106252554,
"&s-exit_signal": 0.40559869227625667,
"&s-future_volatility": 0.4143849611769514,
"&-optimal_trailing_stop": 0.007955117588362936,
"&s-stoploss_risk": 0.703310175725378
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769294902",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STRK_1769294902"
}
},
"SUI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.468,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.465,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0064,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.549,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "SUI/USDT",
"labels_mean": {
"&s-entry_signal": 0.40224719101123596,
"&s-exit_signal": 0.46823289070480084,
"&s-future_volatility": 0.4645556690500511,
"&-optimal_trailing_stop": 0.006395102013411173,
"&s-stoploss_risk": 0.5485188968335035
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549375",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769549375"
}
},
"TON/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.51,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.559,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.408,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0054,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.447,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TON/USDT",
"labels_mean": {
"&s-entry_signal": 0.5096035962402943,
"&s-exit_signal": 0.5586432366162648,
"&s-future_volatility": 0.40845933796485495,
"&-optimal_trailing_stop": 0.005401611963119846,
"&s-stoploss_risk": 0.44707805476093176
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769548152",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769548152"
}
},
"TRB/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.526,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.411,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0059,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.61,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRB/USDT",
"labels_mean": {
"&s-entry_signal": 0.5255354200988468,
"&s-exit_signal": 0.5988467874794069,
"&s-future_volatility": 0.4114497528830313,
"&-optimal_trailing_stop": 0.005915646573698806,
"&s-stoploss_risk": 0.6103789126853377
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769548378",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769548378"
}
},
"TRUMP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.417,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.426,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0044,
"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": "TRUMP/USDT",
"labels_mean": {
"&s-entry_signal": 0.41744993870044955,
"&s-exit_signal": 0.4262362076011443,
"&s-future_volatility": 0.40192071924805883,
"&-optimal_trailing_stop": 0.004440024143691011,
"&s-stoploss_risk": 0.3218226399673069
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769548551",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769548551"
}
},
"TRX/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.353,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.347,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.415,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0035,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.204,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "TRX/USDT",
"labels_mean": {
"&s-entry_signal": 0.353217568947906,
"&s-exit_signal": 0.3466802860061287,
"&s-future_volatility": 0.41470888661899896,
"&-optimal_trailing_stop": 0.0034750191757892683,
"&s-stoploss_risk": 0.20367722165474975
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769548736",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769548736"
}
},
"UNI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.533,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.438,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0058,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.503,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "UNI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5331017572537802,
"&s-exit_signal": 0.4376787903555374,
"&s-future_volatility": 0.40662035145075603,
"&-optimal_trailing_stop": 0.005770745840758326,
"&s-stoploss_risk": 0.5026563138536984
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769548890",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769548890"
}
},
"USD1/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.002,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "USD1/USDT",
"labels_mean": {
"&s-entry_signal": 0.0,
"&s-exit_signal": 0.0,
"&s-future_volatility": 0.40170278637770895,
"&-optimal_trailing_stop": 0.0020348297213622297,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769294777",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USD1_1769294777"
}
},
"USDG/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.0,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.535,
"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": 0.5350877192982456,
"&-optimal_trailing_stop": 0.0020310391363022946,
"&s-stoploss_risk": 0.0
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769547792",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769547792"
}
},
"W/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.402,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.403,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.409,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.008,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.73,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "W/USDT",
"labels_mean": {
"&s-entry_signal": 0.40192071924805883,
"&s-exit_signal": 0.403351042092358,
"&s-future_volatility": 0.4094809971393543,
"&-optimal_trailing_stop": 0.007977895465237196,
"&s-stoploss_risk": 0.7304863097670617
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769467327",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-W_1769467327"
}
},
"WLD/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.398,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.571,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.594,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0068,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.631,
"status": "✓ 可接受",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLD/USDT",
"labels_mean": {
"&s-entry_signal": 0.3979570990806946,
"&s-exit_signal": 0.5707865168539326,
"&s-future_volatility": 0.5944841675178754,
"&-optimal_trailing_stop": 0.006830744652958089,
"&s-stoploss_risk": 0.6308478038815117
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769468143",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769468143"
}
},
"WLFI/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.569,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.572,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.586,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0071,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "WLFI/USDT",
"labels_mean": {
"&s-entry_signal": 0.5690641601961586,
"&s-exit_signal": 0.5717204740498569,
"&s-future_volatility": 0.5862280343277483,
"&-optimal_trailing_stop": 0.007066272629564985,
"&s-stoploss_risk": 0.5988966080915407
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549067",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769549067"
}
},
"XAUT/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.235,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.147,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
},
"&s-future_volatility": {
"mean": 0.599,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0028,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.074,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XAUT/USDT",
"labels_mean": {
"&s-entry_signal": 0.23457294646505925,
"&s-exit_signal": 0.14691458929301185,
"&s-future_volatility": 0.5988966080915407,
"&-optimal_trailing_stop": 0.0028445638967953377,
"&s-stoploss_risk": 0.07355946056395586
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549225",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769549225"
}
},
"XLM/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.548,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.499,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.467,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0062,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.528,
"status": "✅ 理想",
"balance": "平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XLM/USDT",
"labels_mean": {
"&s-entry_signal": 0.5484266448712709,
"&s-exit_signal": 0.49877400899060076,
"&s-future_volatility": 0.46710257458111976,
"&-optimal_trailing_stop": 0.006160178954778895,
"&s-stoploss_risk": 0.5279934613812832
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769381199",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769381199"
}
},
"XPL/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.405,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-exit_signal": {
"mean": 0.423,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.407,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0087,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.839,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XPL/USDT",
"labels_mean": {
"&s-entry_signal": 0.40469867211440247,
"&s-exit_signal": 0.42349336057201226,
"&s-future_volatility": 0.4065372829417773,
"&-optimal_trailing_stop": 0.008700006407261443,
"&s-stoploss_risk": 0.8388151174668028
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549869",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769549869"
}
},
"XRP/USDT": {
"status": "trained",
"labels_analysis": {
"&s-entry_signal": {
"mean": 0.37,
"status": "✓ 可接受",
"balance": "不平衡"
},
"&s-exit_signal": {
"mean": 0.504,
"status": "✅ 理想",
"balance": "平衡"
},
"&s-future_volatility": {
"mean": 0.46,
"status": "✅ 理想",
"balance": "平衡"
},
"&-optimal_trailing_stop": {
"mean": 0.0047,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.318,
"status": "⚠️ 正样本过少",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "XRP/USDT",
"labels_mean": {
"&s-entry_signal": 0.36956077630234935,
"&s-exit_signal": 0.5035750766087844,
"&s-future_volatility": 0.4602655771195097,
"&-optimal_trailing_stop": 0.004682273115926089,
"&s-stoploss_risk": 0.3178753830439224
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549546",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769549546"
}
},
"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": 0.517,
"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": 0.0113,
"status": "回归标签",
"type": "continuous"
},
"&s-stoploss_risk": {
"mean": 0.923,
"status": "⚠️ 正样本过多",
"balance": "不平衡"
}
},
"metrics": {},
"raw_data": {
"pair": "ZRO/USDT",
"labels_mean": {
"&s-entry_signal": 0.5166496424923391,
"&s-exit_signal": 0.6040858018386108,
"&s-future_volatility": 0.40858018386108275,
"&-optimal_trailing_stop": 0.011281469958371383,
"&s-stoploss_risk": 0.9227783452502554
},
"train_score": null,
"test_score": null,
"train_size": null,
"test_size": null,
"last_train_timestamp": "1769549703",
"model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1769549703"
}
}
},
"es_sync": {
"total_checked": 123,
"already_exists": 120,
"newly_added": 3,
"failed": 0,
"details": [
{
"pair": "ASTER/USDT",
"timestamp": 1769554112,
"datetime": "2026-01-27T22:48:32",
"index": "2026.01",
"action": "added"
},
{
"pair": "PENGU/USDT",
"timestamp": 1769554311,
"datetime": "2026-01-27T22:51:51",
"index": "2026.01",
"action": "added"
},
{
"pair": "PUMP/USDT",
"timestamp": 1769554538,
"datetime": "2026-01-27T22:55:38",
"index": "2026.01",
"action": "added"
}
]
}
}