Table 2 Range accuracies for the mixed oral cavity carcinoma metastasis dataset
From: Classification of heterogeneous microarray data by maximum entropy kernel
| Â | Â | Range of Number of Feature Genes | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Kernel | Noise | 1–10 | 11 – 20 | 21 – 30 | 31 – 40 | 41 – 50 | 51 – 60 | 61 – 70 | 71–80 | 81 – 90 | 91 – 100 |
Linear | raw | 73.8 | 79.3 | 77.0 | 73.5 | 72.8 | 70.0 | 70.0 | 70.0 | 70.0 | 68.5 |
| Â | SVD | 66.3 | 76.8 | 74.0 | 74.8 | 75.0 | 76.3 | 77.5 | 77.5 | 77.5 | 77.5 |
Polynomial | raw | 77.8 | 81.8 | 77.3 | 74.3 | 72.8 | 70.0 | 70.0 | 70.0 | 70.0 | 67.8 |
| Â | SVD | 68.0 | 79.5 | 79.0 | 76.3 | 75.0 | 76.0 | 77.5 | 77.5 | 77.5 | 77.5 |
RBF | raw | 77.0 | 82.3 | 78.0 | 75.8 | 73.5 | 68.3 | 68.5 | 70.0 | 68.8 | 66.5 |
| Â | SVD | 68.0 | 78.5 | 79.0 | 81.8 | 80.8 | 80.3 | 79.5 | 77.8 | 78.8 | 79.0 |
EKM | raw | 74.5 | 78.5 | 76.8 | 72.3 | 67.3 | 66.8 | 65.5 | 65.5 | 65.0 | 65.0 |
| Â | SVD | 68.8 | 80.0 | 79.0 | 81.8 | 80.8 | 80.3 | 80.0 | 79.5 | 81.0 | 80.3 |
Saigo | raw | 77.5 | 81.5 | 80.3 | 73.5 | 70.3 | 70.0 | 69.0 | 68.3 | 68.0 | 67.5 |
| Â | SVD | 68.0 | 77.8 | 77.5 | 76.0 | 75.0 | 76.8 | 77.8 | 78.3 | 78.0 | 78.8 |
k NND-ME | raw | 78.5 | 84.0 | 82.8 | 77.8 | 73.3 | 71.3 | 70.8 | 70.5 | 72.0 | 70.3 |
| Â | SVD | 69.5 | 78.5 | 79.0 | 79.5 | 77.5 | 79.0 | 80.5 | 80.0 | 80.3 | 83.3 |