使用参赛队伍选手的夏季赛数据对比赛胜负进行预测
训练数据为2020年以来的每个赛季的比赛记录和选手数据
模型在验证集上准确率~73%，结果仅供图一乐
增加每场比赛的英雄选择数据后准确率~81%
| A组 | 比分 | 胜率 |
|---|---|---|
| DK vs FPX | 0:1 | 51.10% |
| DK vs RGE | 1:0 | 66.21% |
| FPX vs RGE | 1:0 | 67.19% |
| B组 | 比分 | 胜率 |
|---|---|---|
| EDG vs 100 | 1:0 | 59.65% |
| EDG vs T1 | 1:0 | 66.03% |
| 100 vs T1 | 1:0 | 56.80% |
| C组 | 比分 | 胜率 |
|---|---|---|
| FNC vs RNG | 1:0 | 58.04% |
| D组 | 比分 | 胜率 |
|---|---|---|
| MAD vs GEN | 1:0 | 64.95% |
| MAD vs TL | 1:0 | 58.89% |
| GEN vs TL | 0:1 | 56.40% |
| DK | GEN | T1 | HLE | MAD | FNC | RGE | 100 | TL | C9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| EDG | 53.10% | 69.32% | 66.03% | 87.15% | 54.95% | 60.01% | 68.93% | 59.65% | 63.60% | 80.61% |
| FPX | 51.10% | 67.60% | 64.22% | 86.23% | 52.96% | 58.08% | 67.19% | 57.71% | 61.73% | 79.33% |
| RNG | 35.29% | 52.12% | 48.36% | 76.57% | 37.01% | 41.96% | 51.66% | 41.59% | 45.70% | 66.69% |
| LNG | 24.15% | 38.86% | 35.35% | 65.61% | 25.54% | 29.68% | 38.42% | 29.37% | 32.95% | 53.89% |
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