⚠️ 信号已过滤：ATR百分位过低（-210.6%），流动性不足
主方向信号（1h模型 · 24h预测）
观望 ◆
等待机会
共识: 4/7 | 入场: 观望
当前价格
$3,993.67
ATR0.83
ATR百分位-210.6%
ADX62.3
市场状态趋势市
盈亏比
1:2.3
TP 3.4% / SL 1.5%
Fold 投票分布（7个有效Fold）
🟢 做多: 4票🟡 观望: 0票🔴 做空: 3票
多时间窗口预测
| 时间窗口 | 方向 | 做多概率 | 做空概率 | 中性概率 | MFE预期 | MAE预期 | 趋势持续 |
|---|
| 6h后 | 做空 | 31.0% | 39.2% | 29.8% | +1.93% | -0.29% | -0.08 |
| 12h后 | 做空 | 39.7% | 50.3% | 10.0% | +4.01% | +0.48% | -0.18 |
| 24h后 | 做多 | 46.6% | 41.9% | 11.5% | +4.25% | +1.00% | -0.29 |
各 Fold 详情
| Fold | 方向 | 置信度 | 做多概率 | 做空概率 | 中性概率 | 质量分 | Champion分 |
|---|
| Fold 26 | 做空 ▼ | 92.6% | 3.6% | 92.6% | 3.8% | 48.8% | 2.9939 |
| Fold 06 | 做空 ▼ | 86.6% | 6.8% | 86.6% | 6.6% | 52.2% | 2.9215 |
| Fold 25 | 做空 ▼ | 88.7% | 2.7% | 88.7% | 8.6% | 52.0% | 2.8786 |
| Fold 18 | 做多 ▲ | 66.3% | 66.3% | 13.0% | 20.8% | 47.8% | 2.7465 |
| Fold 16 | 做多 ▲ | 84.9% | 84.9% | 5.0% | 10.1% | 51.6% | 2.6603 |
| Fold 02 | 做多 ▲ | 81.0% | 81.0% | 4.0% | 15.0% | 51.3% | 2.6658 |
| Fold 13 | 做多 ▲ | 81.1% | 81.1% | 3.5% | 15.4% | 52.0% | 2.6536 |
交易执行参数
入场策略
入场模式观望
建议仓位0.8%
仓位缩放0.5x
信号过滤已过滤
止损止盈（基于MFE/MAE）
止损（SL）1.5%
止盈（TP）3.4%
盈亏比1:2.3
主预测窗口24h 后
模型信息
模型架构
CNN-BiLSTM-Transformer
往期预测效果
| 时间 | 方向 | 置信度 | 入场价 | 实际价 | 盈亏比 | 结果 |
|---|
| 2026-10-25 04:00 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:54 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:48 | 做多 ▲ | 68% | $3,994 | — | 1:2.5 | ⏳ 待结算 |
| 2026-10-25 03:42 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:36 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:30 | 做多 ▲ | 68% | $3,994 | — | 1:2.5 | ⏳ 待结算 |
| 2026-10-25 03:24 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:18 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:12 | 做多 ▲ | 69% | $3,994 | — | 1:2.6 | ⏳ 待结算 |
| 2026-10-25 03:06 | 做多 ▲ | 68% | $3,994 | — | 1:2.5 | ⏳ 待结算 |
| 2026-10-24 11:00 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:54 | 做空 ▼ | 78% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:48 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:42 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:36 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:30 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:24 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:18 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:12 | 做空 ▼ | 78% | $3,994 | — | 1:2.2 | ⏳ 待结算 |
| 2026-10-24 10:06 | 做空 ▼ | 79% | $3,994 | — | 1:2.2 | ⏳ 待结算 |