Table 2 One-way ANOVA results of the significance difference between mean accuracy values obtained from using the whole features in the data set and from using only the features selected by various selection methods
Source | Sum of squares | Degrees of freedom | Mean square | F-statistic | p-value | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Linear | RBF | Linear | RBF | Linear | RBF | Linear | RBF | Linear | RBF | |
Methods | 5.82 | 5.13 | 5 | 5 | 1.16 | 1.03 | 0.57 | 0.56 | 0.73 | 0.73 |
Error | 111.11 | 99.39 | 54 | 54 | 2.06 | 1.84 | - | - | - | - |
Total | 116.93 | 104.52 | 59 | 59 | - | - | - | - | - | - |