Table 12.
The means and standard deviations of 100 replications for test data for RF and ANN with feature space F15 and F16.
| RF | ANN | |||||||
|---|---|---|---|---|---|---|---|---|
| Measure | {SSHO2D, age} | {dccs2D, psm2D} | {SSHO2D, age} | {dccs2D, psm2D} | ||||
| {age, rt} | {age, rt} | |||||||
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
| Precision | 0.803 | 0.246 | 0.794 | 0.295 | 0.83 | 0.226 | 0.824 | 0.253 |
| Recall | 0.758 | 0.272 | 0.671 | 0.313 | 0.718 | 0.262 | 0.706 | 0.261 |
| Accuracy | 0.902 | 0.079 | 0.903 | 0.07 | 0.9 | 0.077 | 0.899 | 0.078 |
| Fmeasure | 0.742 | 0.223 | 0.694 | 0.269 | 0.738 | 0.212 | 0.733 | 0.226 |
| Specificity | 0.951 | 0.067 | 0.961 | 0.057 | 0.956 | 0.056 | 0.955 | 0.065 |