Table 3.
ANOVA table between the first detected true positive ranking and protein attributes. Significant codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1.
Variables | SVM | RF | Logistic | Interaction logistic | ||||
---|---|---|---|---|---|---|---|---|
F-value | Pr(>F) | F-value | Pr(>F) | F-value | Pr(>F) | F-value | Pr(>F) | |
Category | 0.39 | 0.85 | 1.99 | 0.12 | 2.47 | 0.06. | 0.49 | 0.78 |
P | 3.74 | 0.07 | 4.55 | 0.04* | 0.31 | 0.58 | 5.25 | 0.03* |
Distance | 0.06 | 0.81 | 0.26 | 0.62 | 1.09 | 0.31 | 0.3 | 0.59 |
NSRP | 4.04 | 0.06 | 0.61 | 0.44 | 0.82 | 0.38 | 0.1 | 0.75 |