368 lines
12 KiB
Plaintext
368 lines
12 KiB
Plaintext
================================================================================
|
|
FreqAI 训练结果分析报告
|
|
生成时间: 2026-01-18 16:50:04
|
|
================================================================================
|
|
|
|
📊 概览
|
|
总币对数: 41
|
|
已训练: 41
|
|
训练率: 100.0%
|
|
|
|
🎯 标签质量汇总
|
|
&s-entry_signal:
|
|
平均值: 0.330
|
|
理想分布: 7/41 (17.1%)
|
|
&s-exit_signal:
|
|
平均值: 0.340
|
|
理想分布: 10/41 (24.4%)
|
|
&s-future_volatility:
|
|
平均值: 0.347
|
|
理想分布: 0/41 (0.0%)
|
|
&-optimal_trailing_stop:
|
|
平均值: 0.007
|
|
理想分布: 0/41 (0.0%)
|
|
&s-stoploss_risk:
|
|
平均值: 0.357
|
|
理想分布: 10/41 (24.4%)
|
|
|
|
📈 详细币对分析
|
|
--------------------------------------------------------------------------------
|
|
|
|
🪙 AAVE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.345 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.321 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.331 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.301 - ⚠️ 正样本过少
|
|
|
|
🪙 ADA/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.327 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.332 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.346 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.346 - ⚠️ 正样本过少
|
|
|
|
🪙 ARB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.290 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.339 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.347 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.373 - ✓ 可接受
|
|
|
|
🪙 AVAX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.295 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.314 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.340 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.263 - ⚠️ 正样本过少
|
|
|
|
🪙 BCH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.319 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.316 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.350 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.238 - ⚠️ 正样本过少
|
|
|
|
🪙 BETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.247 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.287 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.374 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.146 - ⚠️ 正样本过少
|
|
|
|
🪙 BIO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.313 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.410 - ✅ 理想
|
|
&s-future_volatility: 0.364 - ✓ 可接受
|
|
&-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: 0.155 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.170 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.346 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.054 - ⚠️ 正样本过少
|
|
|
|
🪙 BTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.157 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.162 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.349 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.067 - ⚠️ 正样本过少
|
|
|
|
🪙 CHZ/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.508 - ✅ 理想
|
|
&s-exit_signal: 0.419 - ✅ 理想
|
|
&s-future_volatility: 0.340 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.498 - ✅ 理想
|
|
|
|
🪙 CORE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.350 - ✓ 可接受
|
|
&s-exit_signal: 0.340 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.333 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.351 - ✓ 可接受
|
|
|
|
🪙 DOGE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.314 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.323 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.341 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.322 - ⚠️ 正样本过少
|
|
|
|
🪙 DOT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.338 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.375 - ✓ 可接受
|
|
&s-future_volatility: 0.359 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.388 - ✓ 可接受
|
|
|
|
🪙 ETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.235 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.271 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.341 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.168 - ⚠️ 正样本过少
|
|
|
|
🪙 FIL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.382 - ✓ 可接受
|
|
&s-exit_signal: 0.383 - ✓ 可接受
|
|
&s-future_volatility: 0.347 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.465 - ✅ 理想
|
|
|
|
🪙 GALA/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.334 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.407 - ✅ 理想
|
|
&s-future_volatility: 0.346 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.467 - ✅ 理想
|
|
|
|
🪙 KAITO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.584 - ✅ 理想
|
|
&s-exit_signal: 0.497 - ✅ 理想
|
|
&s-future_volatility: 0.343 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.012 - 回归标签
|
|
&s-stoploss_risk: 0.694 - ⚠️ 正样本过多
|
|
|
|
🪙 LINK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.318 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.342 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.342 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.234 - ⚠️ 正样本过少
|
|
|
|
🪙 LTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.310 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.331 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.359 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.275 - ⚠️ 正样本过少
|
|
|
|
🪙 MASK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.338 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.376 - ✓ 可接受
|
|
&s-future_volatility: 0.355 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.371 - ✓ 可接受
|
|
|
|
🪙 MERL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.469 - ✅ 理想
|
|
&s-exit_signal: 0.445 - ✅ 理想
|
|
&s-future_volatility: 0.363 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.559 - ✅ 理想
|
|
|
|
🪙 NEAR/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.389 - ✓ 可接受
|
|
&s-exit_signal: 0.382 - ✓ 可接受
|
|
&s-future_volatility: 0.350 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.419 - ✅ 理想
|
|
|
|
🪙 PENGU/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.456 - ✅ 理想
|
|
&s-exit_signal: 0.503 - ✅ 理想
|
|
&s-future_volatility: 0.334 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.652 - ⚠️ 正样本过多
|
|
|
|
🪙 PEPE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.389 - ✓ 可接受
|
|
&s-exit_signal: 0.455 - ✅ 理想
|
|
&s-future_volatility: 0.351 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.627 - ✓ 可接受
|
|
|
|
🪙 POL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.541 - ✅ 理想
|
|
&s-exit_signal: 0.520 - ✅ 理想
|
|
&s-future_volatility: 0.348 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.012 - 回归标签
|
|
&s-stoploss_risk: 0.709 - ⚠️ 正样本过多
|
|
|
|
🪙 PUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.571 - ✅ 理想
|
|
&s-exit_signal: 0.586 - ✅ 理想
|
|
&s-future_volatility: 0.350 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.015 - 回归标签
|
|
&s-stoploss_risk: 0.921 - ⚠️ 正样本过多
|
|
|
|
🪙 SAND/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.350 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.397 - ✓ 可接受
|
|
&s-future_volatility: 0.352 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.445 - ✅ 理想
|
|
|
|
🪙 SNX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.389 - ✓ 可接受
|
|
&s-exit_signal: 0.435 - ✅ 理想
|
|
&s-future_volatility: 0.336 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.009 - 回归标签
|
|
&s-stoploss_risk: 0.509 - ✅ 理想
|
|
|
|
🪙 SOL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.317 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.311 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.343 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.222 - ⚠️ 正样本过少
|
|
|
|
🪙 SUI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.348 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.383 - ✓ 可接受
|
|
&s-future_volatility: 0.336 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.442 - ✅ 理想
|
|
|
|
🪙 TON/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.339 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.325 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.350 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.296 - ⚠️ 正样本过少
|
|
|
|
🪙 TRB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.347 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.347 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.356 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.346 - ⚠️ 正样本过少
|
|
|
|
🪙 TRUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.330 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.334 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.351 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.188 - ⚠️ 正样本过少
|
|
|
|
🪙 TRX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.103 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.073 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.371 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.019 - ⚠️ 正样本过少
|
|
|
|
🪙 UNI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.337 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.339 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.354 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.352 - ✓ 可接受
|
|
|
|
🪙 USDG/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.000 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.000 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.298 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.002 - 回归标签
|
|
&s-stoploss_risk: 0.000 - ⚠️ 正样本过少
|
|
|
|
🪙 WLFI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.351 - ✓ 可接受
|
|
&s-exit_signal: 0.377 - ✓ 可接受
|
|
&s-future_volatility: 0.347 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.009 - 回归标签
|
|
&s-stoploss_risk: 0.474 - ✅ 理想
|
|
|
|
🪙 XAUT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.010 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.007 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.348 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.007 - ⚠️ 正样本过少
|
|
|
|
🪙 XLM/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.342 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.333 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.341 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.298 - ⚠️ 正样本过少
|
|
|
|
🪙 XRP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.291 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.313 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.340 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.279 - ⚠️ 正样本过少
|
|
|
|
🪙 ZRO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.411 - ✅ 理想
|
|
&s-exit_signal: 0.341 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.356 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.372 - ✓ 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
|
|
|
|
================================================================================ |