From: Improvement on the vanishing component analysis by grouping strategy
Algorithm | Wine | Transfusion | Connectionist Bench | Breast Cancer Wisconsin | ||||||||
P | R | F1 | P | R | F1 | P | R | F1 | P | R | F1 | |
 DT | 0.94 | 0.90 | 0.92 | 0.84 | 0.82 | 0.82 | 0.75 | 0.73 | 0.74 | 0.97 | 0.97 | 0.97 |
 NB | 0.90 | 0.86 | 0.88 | 0.81 | 0.83 | 0.80 | 0.66 | 0.64 | 0.65 | 0.98 | 0.98 | 0.98 |
 KNN | 0.99 | 0.99 | 0.99 | 0.77 | 0.81 | 0.78 | 0.82 | 0.81 | 0.81 | 0.96 | 0.97 | 0.96 |
 POLYK | 0.94 | 0.92 | 0.93 | 0.79 | 0.82 | 0.75 | 0.97 | 0.97 | 0.97 | 0.98 | 0.98 | 0.98 |
 RBFK | 0.94 | 0.90 | 0.92 | 0.67 | 0.82 | 0.73 | 0.66 | 0.64 | 0.65 | 0.99 | 0.99 | 0.99 |
 GVCA | 0.94 | 0.90 | 0.92 | 0.77 | 0.63 | 0.69 | 0.90 | 0.87 | 0.89 | 0.97 | 0.96 | 0.96 |
Algorithm | Indian Liver patient | Mammographic Masses | Iris | AVG | ||||||||
P | R | F1 | P | R | F1 | P | R | F1 | P | R | F1 | |
 DT | 0.56 | 0.75 | 0.64 | 0.93 | 0.93 | 0.93 | 0.81 | 0.73 | 0.77 | 0.86 | 0.84 | 0.85 |
 NB | 0.84 | 0.50 | 0.51 | 0.88 | 0.86 | 0.86 | 0.76 | 0.64 | 0.69 | 0.83 | 0.81 | 0.81 |
 KNN | 0.86 | 0.83 | 0.80 | 0.80 | 0.79 | 0.79 | 0.73 | 0.78 | 0.75 | 0.86 | 0.88 | 0.87 |
 POLYK | 0.79 | 0.54 | 0.57 | 0.74 | 0.82 | 0.77 | 0.76 | 0.82 | 0.79 | 0.88 | 0.89 | 0.87 |
 RBFK | 0.56 | 0.75 | 0.64 | 0.64 | 0.64 | 0.64 | 0.80 | 0.64 | 0.71 | 0.81 | 0.82 | 0.81 |
 GVCA | 0.84 | 0.50 | 0.63 | 0.70 | 0.71 | 0.70 | 0.84 | 0.87 | 0.85 | 0.87 | 0.82 | 0.85 |