352 lines
12 KiB
Plaintext
352 lines
12 KiB
Plaintext
================================================================================
|
|
FreqAI 训练结果分析报告
|
|
生成时间: 2026-01-19 01:20:02
|
|
================================================================================
|
|
|
|
📊 概览
|
|
总币对数: 39
|
|
已训练: 39
|
|
训练率: 100.0%
|
|
|
|
🎯 标签质量汇总
|
|
&s-entry_signal:
|
|
平均值: 0.441
|
|
理想分布: 17/39 (43.6%)
|
|
&s-exit_signal:
|
|
平均值: 0.448
|
|
理想分布: 18/39 (46.2%)
|
|
&s-future_volatility:
|
|
平均值: 0.553
|
|
理想分布: 16/39 (41.0%)
|
|
&-optimal_trailing_stop:
|
|
平均值: 0.007
|
|
理想分布: 0/39 (0.0%)
|
|
&s-stoploss_risk:
|
|
平均值: 0.325
|
|
理想分布: 8/39 (20.5%)
|
|
|
|
📈 详细币对分析
|
|
--------------------------------------------------------------------------------
|
|
|
|
🪙 AAVE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.660 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.616 - ✓ 可接受
|
|
&s-future_volatility: 0.820 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.287 - ⚠️ 正样本过少
|
|
|
|
🪙 ADA/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.601 - ✓ 可接受
|
|
&s-exit_signal: 0.643 - ✓ 可接受
|
|
&s-future_volatility: 0.401 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.324 - ⚠️ 正样本过少
|
|
|
|
🪙 AVAX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.486 - ✅ 理想
|
|
&s-exit_signal: 0.555 - ✅ 理想
|
|
&s-future_volatility: 0.402 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.254 - ⚠️ 正样本过少
|
|
|
|
🪙 BCH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.558 - ✅ 理想
|
|
&s-exit_signal: 0.544 - ✅ 理想
|
|
&s-future_volatility: 0.409 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.234 - ⚠️ 正样本过少
|
|
|
|
🪙 BETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.424 - ✅ 理想
|
|
&s-exit_signal: 0.474 - ✅ 理想
|
|
&s-future_volatility: 0.800 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.133 - ⚠️ 正样本过少
|
|
|
|
🪙 BIO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.362 - ✓ 可接受
|
|
&s-exit_signal: 0.412 - ✅ 理想
|
|
&s-future_volatility: 0.403 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.480 - ✅ 理想
|
|
|
|
🪙 BNB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.416 - ✅ 理想
|
|
&s-exit_signal: 0.396 - ✓ 可接受
|
|
&s-future_volatility: 0.997 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.043 - ⚠️ 正样本过少
|
|
|
|
🪙 BTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.333 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.339 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.350 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.058 - ⚠️ 正样本过少
|
|
|
|
🪙 CHZ/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.506 - ✅ 理想
|
|
&s-exit_signal: 0.421 - ✅ 理想
|
|
&s-future_volatility: 0.694 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.496 - ✅ 理想
|
|
|
|
🪙 CORE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.277 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.335 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.383 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.343 - ⚠️ 正样本过少
|
|
|
|
🪙 DOGE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.520 - ✅ 理想
|
|
&s-exit_signal: 0.625 - ✓ 可接受
|
|
&s-future_volatility: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.293 - ⚠️ 正样本过少
|
|
|
|
🪙 DOT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.653 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.331 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.993 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.352 - ✓ 可接受
|
|
|
|
🪙 ETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.417 - ✅ 理想
|
|
&s-exit_signal: 0.447 - ✅ 理想
|
|
&s-future_volatility: 0.399 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.145 - ⚠️ 正样本过少
|
|
|
|
🪙 FIL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.693 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.677 - ⚠️ 正样本过多
|
|
&s-future_volatility: 0.458 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.436 - ✅ 理想
|
|
|
|
🪙 KAITO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.573 - ✅ 理想
|
|
&s-exit_signal: 0.488 - ✅ 理想
|
|
&s-future_volatility: 0.461 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.012 - 回归标签
|
|
&s-stoploss_risk: 0.675 - ⚠️ 正样本过多
|
|
|
|
🪙 LINK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.570 - ✅ 理想
|
|
&s-exit_signal: 0.568 - ✅ 理想
|
|
&s-future_volatility: 0.424 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.200 - ⚠️ 正样本过少
|
|
|
|
🪙 LTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.537 - ✅ 理想
|
|
&s-exit_signal: 0.595 - ✅ 理想
|
|
&s-future_volatility: 0.989 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.261 - ⚠️ 正样本过少
|
|
|
|
🪙 MASK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.649 - ✓ 可接受
|
|
&s-exit_signal: 0.666 - ⚠️ 正样本过多
|
|
&s-future_volatility: 0.989 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.347 - ⚠️ 正样本过少
|
|
|
|
🪙 NEAR/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.648 - ✓ 可接受
|
|
&s-exit_signal: 0.675 - ⚠️ 正样本过多
|
|
&s-future_volatility: 0.998 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.379 - ✓ 可接受
|
|
|
|
🪙 ONDO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.225 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.323 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.363 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.357 - ✓ 可接受
|
|
|
|
🪙 PENGU/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.431 - ✅ 理想
|
|
&s-exit_signal: 0.490 - ✅ 理想
|
|
&s-future_volatility: 0.613 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.625 - ✓ 可接受
|
|
|
|
🪙 PEPE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.664 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.445 - ✅ 理想
|
|
&s-future_volatility: 0.372 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.009 - 回归标签
|
|
&s-stoploss_risk: 0.604 - ✓ 可接受
|
|
|
|
🪙 PI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.019 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.026 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.321 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.022 - ⚠️ 正样本过少
|
|
|
|
🪙 PUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.572 - ✅ 理想
|
|
&s-exit_signal: 0.584 - ✅ 理想
|
|
&s-future_volatility: 0.466 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.014 - 回归标签
|
|
&s-stoploss_risk: 0.908 - ⚠️ 正样本过多
|
|
|
|
🪙 SAND/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.520 - ✅ 理想
|
|
&s-exit_signal: 0.428 - ✅ 理想
|
|
&s-future_volatility: 0.421 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.434 - ✅ 理想
|
|
|
|
🪙 SNX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.410 - ✅ 理想
|
|
&s-exit_signal: 0.416 - ✅ 理想
|
|
&s-future_volatility: 0.366 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.473 - ✅ 理想
|
|
|
|
🪙 SOL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.293 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.334 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.665 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.181 - ⚠️ 正样本过少
|
|
|
|
🪙 SUI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.448 - ✅ 理想
|
|
&s-exit_signal: 0.521 - ✅ 理想
|
|
&s-future_volatility: 0.875 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.417 - ✅ 理想
|
|
|
|
🪙 TON/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.315 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.390 - ✓ 可接受
|
|
&s-future_volatility: 0.411 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.279 - ⚠️ 正样本过少
|
|
|
|
🪙 TRB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.304 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.352 - ✓ 可接受
|
|
&s-future_volatility: 0.414 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.322 - ⚠️ 正样本过少
|
|
|
|
🪙 TRUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.356 - ✓ 可接受
|
|
&s-exit_signal: 0.346 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.166 - ⚠️ 正样本过少
|
|
|
|
🪙 TRX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.332 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.246 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.404 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.018 - ⚠️ 正样本过少
|
|
|
|
🪙 UNI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.392 - ✓ 可接受
|
|
&s-exit_signal: 0.443 - ✅ 理想
|
|
&s-future_volatility: 0.410 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.326 - ⚠️ 正样本过少
|
|
|
|
🪙 WLD/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.301 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.386 - ✓ 可接受
|
|
&s-future_volatility: 0.340 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.440 - ✅ 理想
|
|
|
|
🪙 WLFI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.368 - ✓ 可接受
|
|
&s-exit_signal: 0.528 - ✅ 理想
|
|
&s-future_volatility: 0.888 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.448 - ✅ 理想
|
|
|
|
🪙 XAUT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.145 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.167 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.367 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.006 - ⚠️ 正样本过少
|
|
|
|
🪙 XLM/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.329 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.325 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.351 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.282 - ⚠️ 正样本过少
|
|
|
|
🪙 XRP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.503 - ✅ 理想
|
|
&s-exit_signal: 0.576 - ✅ 理想
|
|
&s-future_volatility: 0.939 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.255 - ⚠️ 正样本过少
|
|
|
|
🪙 ZRO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.407 - ✅ 理想
|
|
&s-exit_signal: 0.337 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.360 - ✓ 可接受
|
|
|
|
================================================================================
|
|
📝 建议:
|
|
|
|
⚠️ &s-entry_signal 标签分布不理想，建议调整阈值参数
|
|
⚠️ &s-exit_signal 标签分布不理想，建议调整阈值参数
|
|
⚠️ &s-future_volatility 标签分布不理想，建议调整阈值参数
|
|
⚠️ &-optimal_trailing_stop 标签分布不理想，建议调整阈值参数
|
|
⚠️ &s-stoploss_risk 标签分布不理想，建议调整阈值参数
|
|
|
|
================================================================================ |