Table 1. Performance indexes obtained in 10-fold cross-validation by combining both methods under cutoff distance of 0.25 and 0.3.
Accuracy (ACU) | ||||
---|---|---|---|---|
0.65 | 0.65 | 0.7 | 0.7 | |
Similarity Cutoff | 0.25 | 0.3 | 0.25 | 0.3 |
Cell Lines (SVM) | 258 | 189 | ||
TP (SVM) | 0.700 | 0.758 | ||
TN (SVM) | 0.82 | 0.830 | ||
Cell Lines (Similarity) | 162 | 123 | 48 | 54 |
TP (Similarity) | 0.722 | 0.67 | 0.791 | 0.777 |
TN (Similarity) | 0.661 | 0.75 | 0.699 | 0.750 |
Cell Lines (Common) | 65 | 98 | 27 | 45 |
Cell Lines (Total) | 355 | 283 | 210 | 198 |
TP (Total) | 0.69 | 0.675 | 0.751 | 0.758 |
TN (Total) | 0.786 | 0.832 | 0.825 | 0.834 |