{ "analysis": { "AAVE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.505, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.437, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.475, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0059, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.507, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "AAVE/USDT", "labels_mean": { "&s-entry_signal": 0.5050051072522983, "&s-exit_signal": 0.4371807967313585, "&s-future_volatility": 0.47538304392236974, "&-optimal_trailing_stop": 0.005885451514165124, "&s-stoploss_risk": 0.5066394279877426 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769106411", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769106411" } }, "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": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.409, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.435, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0066, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.569, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "ATOM/USDT", "labels_mean": { "&s-entry_signal": 0.409805924412666, "&s-exit_signal": 0.4093973442288049, "&s-future_volatility": 0.43534218590398366, "&-optimal_trailing_stop": 0.006623089390887164, "&s-stoploss_risk": 0.5693564862104188 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769110728", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769110728" } }, "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": 0.49, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.494, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.402, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0102, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.841, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BARD/USDT", "labels_mean": { "&s-entry_signal": 0.4898876404494382, "&s-exit_signal": 0.493973442288049, "&s-future_volatility": 0.4020429009193054, "&-optimal_trailing_stop": 0.010209644128472578, "&s-stoploss_risk": 0.8406537282941777 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769108156", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769108156" } }, "BCH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.466, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.484, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.418, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0053, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.426, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "BCH/USDT", "labels_mean": { "&s-entry_signal": 0.4664484451718494, "&s-exit_signal": 0.48404255319148937, "&s-future_volatility": 0.41837152209492634, "&-optimal_trailing_stop": 0.00528763025668491, "&s-stoploss_risk": 0.42594108019639937 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769106744", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769106744" } }, "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": 0.373, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.369, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.596, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0037, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.201, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BNB/USDT", "labels_mean": { "&s-entry_signal": 0.37303370786516854, "&s-exit_signal": 0.3689479060265577, "&s-future_volatility": 0.5959141981613891, "&-optimal_trailing_stop": 0.0036663593943063117, "&s-stoploss_risk": 0.2010214504596527 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769108338", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769108338" } }, "BTC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.284, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.316, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.465, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.17, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BTC/USDT", "labels_mean": { "&s-entry_signal": 0.28361258684102986, "&s-exit_signal": 0.31610134859011035, "&s-future_volatility": 0.4646505925623212, "&-optimal_trailing_stop": 0.0035251980966858267, "&s-stoploss_risk": 0.17020841847159787 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769108520", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769108520" } }, "CHZ/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.535, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.529, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0116, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.005, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CHZ/USDT", "labels_mean": { "&s-entry_signal": 0.5352400408580184, "&s-exit_signal": 0.5287027579162411, "&s-future_volatility": 0.5938712972420838, "&-optimal_trailing_stop": 0.011620424374995409, "&s-stoploss_risk": 1.0053115423901942 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769108722", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769108722" } }, "CORE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.602, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.476, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.572, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0077, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.71, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CORE/USDT", "labels_mean": { "&s-entry_signal": 0.6024514811031665, "&s-exit_signal": 0.4762002042900919, "&s-future_volatility": 0.5718079673135853, "&-optimal_trailing_stop": 0.007693632709688436, "&s-stoploss_risk": 0.7097037793667007 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769107824", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769107824" } }, "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": 0.543, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.578, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.458, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0071, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.661, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CRV/USDT", "labels_mean": { "&s-entry_signal": 0.5432073544433095, "&s-exit_signal": 0.5781409601634321, "&s-future_volatility": 0.4584269662921348, "&-optimal_trailing_stop": 0.007139762613300448, "&s-stoploss_risk": 0.6608784473953013 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769110543", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769110543" } }, "DAI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.4, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0021, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "DAI/USDT", "labels_mean": { "&s-entry_signal": 0.0, "&s-exit_signal": 0.0, "&s-future_volatility": 0.3998180577666591, "&-optimal_trailing_stop": 0.0020602881723479597, "&s-stoploss_risk": 0.0 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769038498", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769038498" } }, "DOGE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.472, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.439, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.402, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0056, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.454, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "DOGE/USDT", "labels_mean": { "&s-entry_signal": 0.47231869254341163, "&s-exit_signal": 0.43922369765066394, "&s-future_volatility": 0.4020429009193054, "&-optimal_trailing_stop": 0.0055772920098246855, "&s-stoploss_risk": 0.45413687436159345 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769108907", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769108907" } }, "DOT/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.507, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.438, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.581, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.007, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.626, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "DOT/USDT", "labels_mean": { "&s-entry_signal": 0.5072522982635342, "&s-exit_signal": 0.43820224719101125, "&s-future_volatility": 0.5810010214504596, "&-optimal_trailing_stop": 0.006974288247926479, "&s-stoploss_risk": 0.6255362614913177 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109048", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769109048" } }, "ETC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.565, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.426, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.44, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0048, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.45, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "ETC/USDT", "labels_mean": { "&s-entry_signal": 0.5645590341722938, "&s-exit_signal": 0.42602823818293434, "&s-future_volatility": 0.4399427051360753, "&-optimal_trailing_stop": 0.004821730005462541, "&s-stoploss_risk": 0.45017393083691426 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769110384", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769110384" } }, "ETH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.397, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.418, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.436, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0045, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.312, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ETH/USDT", "labels_mean": { "&s-entry_signal": 0.3972210870453617, "&s-exit_signal": 0.4184715978749489, "&s-future_volatility": 0.4358398038414385, "&-optimal_trailing_stop": 0.004547534267894998, "&s-stoploss_risk": 0.31221904372701265 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109166", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769109166" } }, "FIL/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.697, "status": "⚠️ 正样本过多", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.673, "status": "⚠️ 正样本过多", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.461, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0079, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.422, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "FIL/USDT", "labels_mean": { "&s-entry_signal": 0.6970377936670071, "&s-exit_signal": 0.6725229826353422, "&s-future_volatility": 0.46149131767109297, "&-optimal_trailing_stop": 0.007877047251079359, "&s-stoploss_risk": 0.42247191011235957 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768813120", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1768813120" } }, "IP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.598, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.591, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.017, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.296, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "IP/USDT", "labels_mean": { "&s-entry_signal": 0.5975485188968335, "&s-exit_signal": 0.5912155260469867, "&s-future_volatility": 0.4102145045965271, "&-optimal_trailing_stop": 0.016975854786621798, "&s-stoploss_risk": 1.2956077630234935 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769107663", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769107663" } }, "KAITO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.445, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.489, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.483, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0106, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.949, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "KAITO/USDT", "labels_mean": { "&s-entry_signal": 0.4448987937027193, "&s-exit_signal": 0.489265998773257, "&s-future_volatility": 0.482927826620323, "&-optimal_trailing_stop": 0.01057113989676574, "&s-stoploss_risk": 0.9488857084440809 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109237", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769109237" } }, "LINK/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.526, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.538, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.438, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.005, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.384, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "LINK/USDT", "labels_mean": { "&s-entry_signal": 0.5255414793624846, "&s-exit_signal": 0.5382100531262771, "&s-future_volatility": 0.4378831221904373, "&-optimal_trailing_stop": 0.0050019967085593205, "&s-stoploss_risk": 0.3835308541070699 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109336", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769109336" } }, "LTC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.57, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.604, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0065, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.565, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "LTC/USDT", "labels_mean": { "&s-entry_signal": 0.5699693564862104, "&s-exit_signal": 0.604494382022472, "&s-future_volatility": 0.5938712972420838, "&-optimal_trailing_stop": 0.006469156020865899, "&s-stoploss_risk": 0.5650663942798774 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109442", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769109442" } }, "MASK/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.432, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.588, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0062, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.613, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "MASK/USDT", "labels_mean": { "&s-entry_signal": 0.5938203396766932, "&s-exit_signal": 0.4321669736034377, "&s-future_volatility": 0.5882954777982402, "&-optimal_trailing_stop": 0.0062026929459842416, "&s-stoploss_risk": 0.6128504194802538 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109559", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769109559" } }, "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": 0.601, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.602, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.601, "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": 0.627, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ONDO/USDT", "labels_mean": { "&s-entry_signal": 0.6013485901103391, "&s-exit_signal": 0.601757253780139, "&s-future_volatility": 0.6007355946056395, "&-optimal_trailing_stop": 0.0066786457482757204, "&s-stoploss_risk": 0.626685737637924 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769111695", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769111695" } }, "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": 0.553, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.43, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.455, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0082, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.786, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PEPE/USDT", "labels_mean": { "&s-entry_signal": 0.5531262770739681, "&s-exit_signal": 0.4297098487944422, "&s-future_volatility": 0.45484266448712707, "&-optimal_trailing_stop": 0.008200618455756207, "&s-stoploss_risk": 0.7856559051900286 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769109700", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769109700" } }, "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": 0.405, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.467, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.444, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0098, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.912, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "POL/USDT", "labels_mean": { "&s-entry_signal": 0.404902962206333, "&s-exit_signal": 0.4665985699693565, "&s-future_volatility": 0.44433094994892747, "&-optimal_trailing_stop": 0.009844385686792464, "&s-stoploss_risk": 0.9117466802860061 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769111376", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769111376" } }, "PUMP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.566, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.535, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0133, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.104, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PUMP/USDT", "labels_mean": { "&s-entry_signal": 0.5656792645556691, "&s-exit_signal": 0.5346271705822268, "&s-future_volatility": 0.4710929519918284, "&-optimal_trailing_stop": 0.013326165110528617, "&s-stoploss_risk": 1.1039836567926455 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769037434", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769037434" } }, "SAFE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.467, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.561, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.4, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0128, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.069, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SAFE/USDT", "labels_mean": { "&s-entry_signal": 0.4668304668304668, "&s-exit_signal": 0.561015561015561, "&s-future_volatility": 0.4002866502866503, "&-optimal_trailing_stop": 0.012817552941510168, "&s-stoploss_risk": 1.0692055692055693 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769107517", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769107517" } }, "SAND/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.601, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.515, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.412, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0105, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.874, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SAND/USDT", "labels_mean": { "&s-entry_signal": 0.6012257405515833, "&s-exit_signal": 0.5150153217568948, "&s-future_volatility": 0.412461695607763, "&-optimal_trailing_stop": 0.010457326091192801, "&s-stoploss_risk": 0.874361593462717 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769107981", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769107981" } }, "SHIB/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.543, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.434, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.478, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0058, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.51, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "SHIB/USDT", "labels_mean": { "&s-entry_signal": 0.5425010216591745, "&s-exit_signal": 0.43440948099713933, "&s-future_volatility": 0.4781364936657131, "&-optimal_trailing_stop": 0.0058053035567848564, "&s-stoploss_risk": 0.5104209235798938 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769110253", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769110253" } }, "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": 0.469, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.491, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.472, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0051, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.359, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SOL/USDT", "labels_mean": { "&s-entry_signal": 0.46945863125638404, "&s-exit_signal": 0.4909090909090909, "&s-future_volatility": 0.47191011235955055, "&-optimal_trailing_stop": 0.005051490015186516, "&s-stoploss_risk": 0.35873340143003063 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769111987", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769111987" } }, "STETH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.426, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.409, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.401, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.27, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "STETH/USDT", "labels_mean": { "&s-entry_signal": 0.4258434118395926, "&s-exit_signal": 0.4092934436664545, "&s-future_volatility": 0.4007001909611712, "&-optimal_trailing_stop": 0.0034995409576675197, "&s-stoploss_risk": 0.2698917886696372 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769035366", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366" } }, "SUI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.407, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.518, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0071, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.636, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SUI/USDT", "labels_mean": { "&s-entry_signal": 0.4069458631256384, "&s-exit_signal": 0.5180796731358529, "&s-future_volatility": 0.47129724208375895, "&-optimal_trailing_stop": 0.007084064635305292, "&s-stoploss_risk": 0.6355464759959142 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769106022", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769106022" } }, "TON/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.555, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.538, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.416, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0058, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.493, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "TON/USDT", "labels_mean": { "&s-entry_signal": 0.5551695954229668, "&s-exit_signal": 0.5378013894564774, "&s-future_volatility": 0.41622394769105026, "&-optimal_trailing_stop": 0.005784658818625045, "&s-stoploss_risk": 0.49325704944830406 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769112160", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769112160" } }, "TRB/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.581, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.6, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.415, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0063, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.614, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "TRB/USDT", "labels_mean": { "&s-entry_signal": 0.5814624098867147, "&s-exit_signal": 0.6002059732234809, "&s-future_volatility": 0.4146240988671473, "&-optimal_trailing_stop": 0.006274130206889256, "&s-stoploss_risk": 0.6138002059732235 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769112317", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769112317" } }, "TRUMP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.467, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.492, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.404, "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": "TRUMP/USDT", "labels_mean": { "&s-entry_signal": 0.46741573033707867, "&s-exit_signal": 0.4919305413687436, "&s-future_volatility": 0.4040858018386108, "&-optimal_trailing_stop": 0.0050409034682377925, "&s-stoploss_risk": 0.39959141981613894 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769112464", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769112464" } }, "TRX/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.4, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.33, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.412, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.179, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "TRX/USDT", "labels_mean": { "&s-entry_signal": 0.3998774008990601, "&s-exit_signal": 0.3302002451982019, "&s-future_volatility": 0.4115243154883531, "&-optimal_trailing_stop": 0.003451800451819275, "&s-stoploss_risk": 0.17940335104209235 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769105399", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769105399" } }, "UNI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.569, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.464, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.4, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0059, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.533, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "UNI/USDT", "labels_mean": { "&s-entry_signal": 0.5688598283612587, "&s-exit_signal": 0.4636289333878218, "&s-future_volatility": 0.40028606456885985, "&-optimal_trailing_stop": 0.005933881406339569, "&s-stoploss_risk": 0.5328974254188803 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769105544", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769105544" } }, "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": 0.5135198135198136, "&-optimal_trailing_stop": 0.002028671328671329, "&s-stoploss_risk": 0.0 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769110918", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769110918" } }, "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": 0.568, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.587, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.598, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0072, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.615, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "WLFI/USDT", "labels_mean": { "&s-entry_signal": 0.568335035750766, "&s-exit_signal": 0.5869254341164454, "&s-future_volatility": 0.597752808988764, "&-optimal_trailing_stop": 0.007182067852190685, "&s-stoploss_risk": 0.6153217568947906 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769105683", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769105683" } }, "XAUT/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.145, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.111, "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": 0.0025, "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": 0.14481489057066885, "&s-exit_signal": 0.11106565759869094, "&s-future_volatility": 0.5935774186950297, "&-optimal_trailing_stop": 0.0025265505347423648, "&s-stoploss_risk": 0.02127224381264062 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769105818", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769105818" } }, "XLM/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.591, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.477, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.47, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.006, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.504, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "XLM/USDT", "labels_mean": { "&s-entry_signal": 0.5905190028606457, "&s-exit_signal": 0.476706170821414, "&s-future_volatility": 0.46975888843481817, "&-optimal_trailing_stop": 0.006024855203602911, "&s-stoploss_risk": 0.5036779730281978 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769111505", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769111505" } }, "XRP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.438, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.528, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.459, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.005, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.358, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XRP/USDT", "labels_mean": { "&s-entry_signal": 0.4379979570990807, "&s-exit_signal": 0.5284984678243105, "&s-future_volatility": 0.459244126659857, "&-optimal_trailing_stop": 0.004955133706292334, "&s-stoploss_risk": 0.3575076608784474 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769106204", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769106204" } }, "XTZ/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.411, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.422, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.4, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0081, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.745, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XTZ/USDT", "labels_mean": { "&s-entry_signal": 0.41124744376278116, "&s-exit_signal": 0.42249488752556236, "&s-future_volatility": 0.4004089979550102, "&-optimal_trailing_stop": 0.008067959862334688, "&s-stoploss_risk": 0.7451942740286298 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769107362", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XTZ_1769107362" } }, "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": 103, "already_exists": 99, "newly_added": 4, "failed": 0, "details": [ { "pair": "SOL/USDT", "timestamp": 1769111987, "datetime": "2026-01-22T19:59:47", "index": "2026.01", "action": "added" }, { "pair": "TON/USDT", "timestamp": 1769112160, "datetime": "2026-01-22T20:02:40", "index": "2026.01", "action": "added" }, { "pair": "TRB/USDT", "timestamp": 1769112317, "datetime": "2026-01-22T20:05:17", "index": "2026.01", "action": "added" }, { "pair": "TRUMP/USDT", "timestamp": 1769112464, "datetime": "2026-01-22T20:07:44", "index": "2026.01", "action": "added" } ] } }