⚠ 小幣流動性差、易被人為拉抬出貨或做假量，模型只是從歷史資料學到「這種技術面型態過去比較容易在期限內 上漲」的統計傾向，不保證未來繼續有效，精準率/召回率也顯示模型會有誤判，請自行嚴格控管風險，本頁不構成投資建議。
| # | 標的 | 達標 | 預測機率 | 近期量能倍數 | 突破幅度 | 近期動能 | 目前價格 |
|---|---|---|---|---|---|---|---|
| 1 | SXPUSDT | ✓ | 96.8% | 1.75x | -47.6% | -35.5% | 0.0022 |
| 2 | DENTUSDT | ✓ | 96.6% | 1.54x | -36.7% | -11.9% | 3.8e-05 |
| 3 | FUNUSDT | ✓ | 96.2% | 1.31x | -26.5% | -9.7% | 0.000342 |
| 4 | PHBUSDT | ✓ | 96.2% | 2.03x | -74.6% | -18.8% | 0.015 |
| 5 | FIOUSDT | ✓ | 96.1% | 1.53x | -37.3% | -22.1% | 0.00094 |
| 6 | GFTUSDT | ✓ | 96.0% | 1.16x | -69.9% | -12.4% | 0.00196 |
| 7 | BAKEUSDT | ✓ | 96.0% | 0.87x | -29.5% | -8.9% | 0.0519 |
| 8 | OOKIUSDT | ✓ | 96.0% | 1.24x | -55.6% | -20.8% | 0.000119 |
| 9 | DEGOUSDT | ✓ | 95.9% | 1.97x | -51.7% | -22.2% | 0.028 |
| 10 | MIRUSDT | ✓ | 95.8% | 0.30x | -35.3% | -8.6% | 0.14168 |
| 11 | ATAUSDT | ✓ | 95.7% | 1.06x | -60.0% | -6.7% | 0.0012 |
| 12 | MBOXUSDT | ✓ | 95.1% | 1.61x | -40.0% | +4.8% | 0.0021 |
| 13 | A2ZUSDT | ✓ | 94.9% | 2.79x | -59.8% | -36.2% | 8.4e-05 |
| 14 | VGXUSDT | ✓ | 94.7% | 1.62x | -18.2% | -0.6% | 0.018 |
| 15 | COSUSDT | ✓ | 94.7% | 2.39x | -48.9% | -3.2% | 0.000251 |
| 16 | HOOKUSDT | ✓ | 94.7% | 1.79x | -29.1% | -3.7% | 0.0078 |
| 17 | HIFIUSDT | ✓ | 94.6% | 0.83x | -28.2% | +1.9% | 0.127 |
| 18 | RDNTUSDT | ✓ | 94.0% | 1.11x | -27.1% | -7.7% | 0.00328 |
| 19 | PDAUSDT | ✓ | 93.9% | 0.43x | -33.9% | -4.2% | 0.00977 |
| 20 | STORJUSDT | ✓ | 93.4% | 5.28x | -18.1% | +30.1% | 0.054 |
| 21 | LSKUSDT | ✓ | 93.4% | 0.78x | -27.2% | -8.0% | 0.0775 |
| 22 | SYSUSDT | ✓ | 93.3% | 2.69x | -58.6% | +15.7% | 0.00223 |
| 23 | NEBLUSDT | ✓ | 93.3% | 0.81x | -32.5% | -4.9% | 0.355 |
| 24 | ANCUSDT | ✓ | 93.0% | 0.64x | -22.2% | -10.3% | 0.03151 |
| 25 | AIONUSDT | ✓ | 92.2% | 1.32x | -40.7% | +4.3% | 0.00943 |
| 26 | DNTUSDT | ✓ | 92.1% | 1.01x | -21.7% | +3.8% | 0.036 |
| 27 | BONDUSDT | ✓ | 91.8% | 1.14x | -0.6% | +14.5% | 2.152 |
| 28 | BSWUSDT | ✓ | 91.7% | 1.22x | -36.0% | -8.3% | 0.0112 |
| 29 | BNXUSDT | ✓ | 91.4% | 0.59x | -15.9% | +25.5% | 1.7819 |
| 30 | DUSDT | ✓ | 90.9% | 0.96x | -23.2% | -1.3% | 0.00461 |
| 31 | HIGHUSDT | ✓ | 90.0% | 0.75x | -38.2% | -2.8% | 0.034 |
| 32 | NBSUSDT | ✓ | 89.0% | 0.73x | -24.2% | -4.7% | 0.00166 |
| 33 | BIFIUSDT | ✓ | 88.9% | 1.22x | -28.7% | +2.0% | 32.1 |
| 34 | TRUUSDT | ✓ | 86.8% | 1.04x | -25.8% | -7.7% | 0.0023 |
| 35 | ACEUSDT | ✓ | 86.7% | 3.78x | -1.2% | +4.0% | 0.1104 |
| 36 | OXTUSDT | ✓ | 86.7% | 0.44x | -24.2% | -2.1% | 0.0094 |
| 37 | IDUSDT | 84.0% | 0.33x | -17.2% | -0.7% | 0.028 | |
| 38 | COHRBUSDT | 82.6% | 2.46x | -0.6% | +0.6% | 344.57 | |
| 39 | TCTUSDT | 82.2% | 0.83x | -17.5% | -1.5% | 0.00312 | |
| 40 | PYRUSDT | 81.3% | 0.85x | -19.7% | -1.6% | 0.061 |
「達標」= 該標的目前預測機率 ≥ 本模型回測時選出的最佳判斷門檻(85%，以測試集F1最大化選出)。 即使沒有標的達標，上表仍依預測機率由高到低列出目前最接近的候選，方便觀察。特徵(可調整參數見程式 FEATURE_PARAM_PRESETS)：量能倍數/動能/波動度/均線比/壓縮度/突破幅度/RSI/乖離率，皆只使用當根K棒「以前」 的資料計算，訓練時以時間先後切分驗證，避免用到未來資訊。