分类器 | 顺序 | 准确度 | |
Tree | Complex | 1.1 | 86.7% |
Medium | 1.2 | 86.7% | |
Simple | 1.3 | 80.6% | |
Discriminant | Linear | 1.4 | 60.0% |
Quadratic | 1.5 | 65.0% | |
SVM | Linear | 1.6 | 60.0% |
Quadratic | 1.7 | 88.9% | |
Cubic | 1.8 | 91.7% | |
Fine Gaussian | 1.9 | 91.7% | |
Medium Gaussian | 1.10 | 84.4% | |
Coarse Gaussian | 1.11 | 60.6% | |
KNN | Fine | 1.12 | 91.7% |
Medium | 1.13 | 77.2% | |
Coarse | 1.14 | 58.9% | |
Cosine | 1.15 | 72.2% | |
Cubic | 1.16 | 72.8% | |
Weighted | 1.17 | 89.4% | |
Ensemble | Boosted Trees | 1.18 | 66.7% |
Bagged Trees | 1.19 | 90.0% | |
Subspace Discriminant | 1.20 | 62.2% | |
Subspace KNN | 1.21 | 70.0% | |
RUS Boosted Trees | 1.22 | 66.1% |