Table 4. Classification accuracy of RF model.
mtry |
ntree | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
100 | 0.784 | 0.980 | 0.985 | 0.985 | 0.990 | 0.995 | 0.985 |
200 | 0.985 | 0.985 | 0.980 | 0.985 | 0.990 | 0.995 | 0.990 |
300 | 0.985 | 0.985 | 0.985 | 0.990 | 0.990 | 0.995 | 0.995 |
400 | 0.985 | 0.990 | 0.990 | 0.995 | 0.995 | 0.995 | 0.995 |
500 | 0.985 | 0.990 | 0.990 | 0.995 | 0.995 | 0.995 | 0.995 |
600 | 0.985 | 0.990 | 0.990 | 0.990 | 0.995 | 0.995 | 0.995 |
700 | 0.985 | 0.990 | 0.985 | 0.990 | 0.995 | 0.995 | 0.995 |
800 | 0.985 | 0.985 | 0.985 | 0.990 | 0.995 | 0.995 | 0.995 |
900 | 0.990 | 0.985 | 0.985 | 0.995 | 0.995 | 0.995 | 0.995 |
1000 | 0.985 | 0.985 | 0.985 | 0.995 | 0.995 | 0.995 | 0.995 |