428 lines
13 KiB
Plaintext
428 lines
13 KiB
Plaintext
================================================================================
|
|
FreqAI 训练结果分析报告
|
|
生成时间: 2026-01-20 23:20:08
|
|
================================================================================
|
|
|
|
📊 概览
|
|
总币对数: 49
|
|
已训练: 49
|
|
训练率: 100.0%
|
|
|
|
🎯 标签质量汇总
|
|
&s-entry_signal:
|
|
平均值: 0.457
|
|
理想分布: 35/49 (71.4%)
|
|
&s-exit_signal:
|
|
平均值: 0.426
|
|
理想分布: 30/49 (61.2%)
|
|
&s-future_volatility:
|
|
平均值: 0.469
|
|
理想分布: 41/49 (83.7%)
|
|
&-optimal_trailing_stop:
|
|
平均值: 0.006
|
|
理想分布: 0/49 (0.0%)
|
|
&s-stoploss_risk:
|
|
平均值: 0.461
|
|
理想分布: 19/49 (38.8%)
|
|
|
|
📈 详细币对分析
|
|
--------------------------------------------------------------------------------
|
|
|
|
🪙 AAVE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.523 - ✅ 理想
|
|
&s-exit_signal: 0.400 - ✅ 理想
|
|
&s-future_volatility: 0.470 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.476 - ✅ 理想
|
|
|
|
🪙 ADA/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.572 - ✅ 理想
|
|
&s-exit_signal: 0.638 - ✓ 可接受
|
|
&s-future_volatility: 0.400 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.319 - ⚠️ 正样本过少
|
|
|
|
🪙 ATOM/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.401 - ✅ 理想
|
|
&s-exit_signal: 0.398 - ✓ 可接受
|
|
&s-future_volatility: 0.442 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.582 - ✅ 理想
|
|
|
|
🪙 AVAX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.502 - ✅ 理想
|
|
&s-exit_signal: 0.556 - ✅ 理想
|
|
&s-future_volatility: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.256 - ⚠️ 正样本过少
|
|
|
|
🪙 BARD/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.411 - ✅ 理想
|
|
&s-exit_signal: 0.415 - ✅ 理想
|
|
&s-future_volatility: 0.404 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.009 - 回归标签
|
|
&s-stoploss_risk: 0.707 - ⚠️ 正样本过多
|
|
|
|
🪙 BCH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.513 - ✅ 理想
|
|
&s-exit_signal: 0.501 - ✅ 理想
|
|
&s-future_volatility: 0.419 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.409 - ✅ 理想
|
|
|
|
🪙 BETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.393 - ✓ 可接受
|
|
&s-exit_signal: 0.393 - ✓ 可接受
|
|
&s-future_volatility: 0.399 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.233 - ⚠️ 正样本过少
|
|
|
|
🪙 BIO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.271 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.413 - ✅ 理想
|
|
&s-future_volatility: 0.489 - ✅ 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: 0.390 - ✓ 可接受
|
|
&s-exit_signal: 0.339 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.596 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.153 - ⚠️ 正样本过少
|
|
|
|
🪙 BTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.271 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.268 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.464 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.141 - ⚠️ 正样本过少
|
|
|
|
🪙 CHZ/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.536 - ✅ 理想
|
|
&s-exit_signal: 0.455 - ✅ 理想
|
|
&s-future_volatility: 0.591 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.011 - 回归标签
|
|
&s-stoploss_risk: 0.871 - ⚠️ 正样本过多
|
|
|
|
🪙 CORE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.594 - ✅ 理想
|
|
&s-exit_signal: 0.425 - ✅ 理想
|
|
&s-future_volatility: 0.580 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.622 - ✓ 可接受
|
|
|
|
🪙 CRO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.400 - ✓ 可接受
|
|
&s-exit_signal: 0.399 - ✓ 可接受
|
|
&s-future_volatility: 0.403 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.341 - ⚠️ 正样本过少
|
|
|
|
🪙 CRV/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.561 - ✅ 理想
|
|
&s-exit_signal: 0.562 - ✅ 理想
|
|
&s-future_volatility: 0.459 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.623 - ✓ 可接受
|
|
|
|
🪙 DAI/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: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.002 - 回归标签
|
|
&s-stoploss_risk: 0.000 - ⚠️ 正样本过少
|
|
|
|
🪙 DOGE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.464 - ✅ 理想
|
|
&s-exit_signal: 0.396 - ✓ 可接受
|
|
&s-future_volatility: 0.402 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.439 - ✅ 理想
|
|
|
|
🪙 DOT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.503 - ✅ 理想
|
|
&s-exit_signal: 0.349 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.585 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.592 - ✅ 理想
|
|
|
|
🪙 ETC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.564 - ✅ 理想
|
|
&s-exit_signal: 0.404 - ✅ 理想
|
|
&s-future_volatility: 0.442 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.439 - ✅ 理想
|
|
|
|
🪙 ETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.385 - ✓ 可接受
|
|
&s-exit_signal: 0.368 - ✓ 可接受
|
|
&s-future_volatility: 0.439 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.257 - ⚠️ 正样本过少
|
|
|
|
🪙 FIL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.697 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.673 - ⚠️ 正样本过多
|
|
&s-future_volatility: 0.461 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.422 - ✅ 理想
|
|
|
|
🪙 KAITO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.498 - ✅ 理想
|
|
&s-exit_signal: 0.470 - ✅ 理想
|
|
&s-future_volatility: 0.475 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.011 - 回归标签
|
|
&s-stoploss_risk: 0.919 - ⚠️ 正样本过多
|
|
|
|
🪙 LINK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.533 - ✅ 理想
|
|
&s-exit_signal: 0.507 - ✅ 理想
|
|
&s-future_volatility: 0.437 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.356 - ✓ 可接受
|
|
|
|
🪙 LTC/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.545 - ✅ 理想
|
|
&s-exit_signal: 0.579 - ✅ 理想
|
|
&s-future_volatility: 0.587 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.493 - ✅ 理想
|
|
|
|
🪙 MASK/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.595 - ✅ 理想
|
|
&s-exit_signal: 0.403 - ✅ 理想
|
|
&s-future_volatility: 0.596 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.577 - ✅ 理想
|
|
|
|
🪙 NEAR/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.295 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.671 - ⚠️ 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: 0.374 - ✓ 可接受
|
|
|
|
🪙 ONDO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.589 - ✅ 理想
|
|
&s-exit_signal: 0.597 - ✅ 理想
|
|
&s-future_volatility: 0.596 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.578 - ✅ 理想
|
|
|
|
🪙 PENGU/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.415 - ✅ 理想
|
|
&s-exit_signal: 0.483 - ✅ 理想
|
|
&s-future_volatility: 0.998 - ⚠️ 正样本过多
|
|
&-optimal_trailing_stop: 0.010 - 回归标签
|
|
&s-stoploss_risk: 0.612 - ✓ 可接受
|
|
|
|
🪙 PEPE/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.556 - ✅ 理想
|
|
&s-exit_signal: 0.394 - ✓ 可接受
|
|
&s-future_volatility: 0.460 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.787 - ⚠️ 正样本过多
|
|
|
|
🪙 PI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.206 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.260 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.012 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.020 - ⚠️ 正样本过少
|
|
|
|
🪙 POL/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.493 - ✅ 理想
|
|
&s-exit_signal: 0.475 - ✅ 理想
|
|
&s-future_volatility: 0.449 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.011 - 回归标签
|
|
&s-stoploss_risk: 0.944 - ⚠️ 正样本过多
|
|
|
|
🪙 PUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.569 - ✅ 理想
|
|
&s-exit_signal: 0.551 - ✅ 理想
|
|
&s-future_volatility: 0.475 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.014 - 回归标签
|
|
&s-stoploss_risk: 1.136 - ⚠️ 正样本过多
|
|
|
|
🪙 SAND/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.658 - ⚠️ 正样本过多
|
|
&s-exit_signal: 0.448 - ✅ 理想
|
|
&s-future_volatility: 0.422 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.008 - 回归标签
|
|
&s-stoploss_risk: 0.737 - ⚠️ 正样本过多
|
|
|
|
🪙 SHIB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.537 - ✅ 理想
|
|
&s-exit_signal: 0.381 - ✓ 可接受
|
|
&s-future_volatility: 0.468 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.502 - ✅ 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: 0.460 - ✅ 理想
|
|
&s-exit_signal: 0.478 - ✅ 理想
|
|
&s-future_volatility: 0.468 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.338 - ⚠️ 正样本过少
|
|
|
|
🪙 STETH/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.461 - ✅ 理想
|
|
&s-exit_signal: 0.454 - ✅ 理想
|
|
&s-future_volatility: 0.346 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.004 - 回归标签
|
|
&s-stoploss_risk: 0.290 - ⚠️ 正样本过少
|
|
|
|
🪙 SUI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.426 - ✅ 理想
|
|
&s-exit_signal: 0.498 - ✅ 理想
|
|
&s-future_volatility: 0.472 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.614 - ✓ 可接受
|
|
|
|
🪙 TON/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.548 - ✅ 理想
|
|
&s-exit_signal: 0.533 - ✅ 理想
|
|
&s-future_volatility: 0.411 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.469 - ✅ 理想
|
|
|
|
🪙 TRB/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.562 - ✅ 理想
|
|
&s-exit_signal: 0.584 - ✅ 理想
|
|
&s-future_volatility: 0.413 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.545 - ✅ 理想
|
|
|
|
🪙 TRUMP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.475 - ✅ 理想
|
|
&s-exit_signal: 0.483 - ✅ 理想
|
|
&s-future_volatility: 0.404 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.384 - ✓ 可接受
|
|
|
|
🪙 TRX/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.397 - ✓ 可接受
|
|
&s-exit_signal: 0.257 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.402 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.105 - ⚠️ 正样本过少
|
|
|
|
🪙 UNI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.579 - ✅ 理想
|
|
&s-exit_signal: 0.442 - ✅ 理想
|
|
&s-future_volatility: 0.405 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.493 - ✅ 理想
|
|
|
|
🪙 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: 0.511 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.002 - 回归标签
|
|
&s-stoploss_risk: 0.000 - ⚠️ 正样本过少
|
|
|
|
🪙 WLD/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.498 - ✅ 理想
|
|
&s-exit_signal: 0.016 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.009 - ⚠️ 正样本过少
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.429 - ✅ 理想
|
|
|
|
🪙 WLFI/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.573 - ✅ 理想
|
|
&s-exit_signal: 0.570 - ✅ 理想
|
|
&s-future_volatility: 0.601 - ✓ 可接受
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.600 - ✅ 理想
|
|
|
|
🪙 XAUT/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.120 - ⚠️ 正样本过少
|
|
&s-exit_signal: 0.119 - ⚠️ 正样本过少
|
|
&s-future_volatility: 0.593 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.003 - 回归标签
|
|
&s-stoploss_risk: 0.021 - ⚠️ 正样本过少
|
|
|
|
🪙 XLM/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.570 - ✅ 理想
|
|
&s-exit_signal: 0.467 - ✅ 理想
|
|
&s-future_volatility: 0.465 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.006 - 回归标签
|
|
&s-stoploss_risk: 0.485 - ✅ 理想
|
|
|
|
🪙 XRP/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.453 - ✅ 理想
|
|
&s-exit_signal: 0.502 - ✅ 理想
|
|
&s-future_volatility: 0.463 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.005 - 回归标签
|
|
&s-stoploss_risk: 0.336 - ⚠️ 正样本过少
|
|
|
|
🪙 ZRO/USDT
|
|
标签分布:
|
|
&s-entry_signal: 0.431 - ✅ 理想
|
|
&s-exit_signal: 0.471 - ✅ 理想
|
|
&s-future_volatility: 0.406 - ✅ 理想
|
|
&-optimal_trailing_stop: 0.007 - 回归标签
|
|
&s-stoploss_risk: 0.609 - ✓ 可接受
|
|
|
|
================================================================================
|
|
📝 建议:
|
|
|
|
⚠️ &s-stoploss_risk 标签分布不理想，建议调整阈值参数
|
|
|
|
================================================================================ |