Table 1. Feasibility of support vector machine using 5-fold cross validation.
Measure | TPR | TNR | PPV | NPV | ACC | F1 |
---|---|---|---|---|---|---|
T-cell area | 0.881 | 0.864 | 0.786 | 0.929 | 0.870 | 0.830 |
mixed, unstructured | 0.709 | 0.742 | 0.660 | 0.785 | 0.729 | 0.682 |
intermediately organized | 0.130 | 0.972 | 0.424 | 0.894 | 0.874 | 0.186 |
TLO-like | 0.616 | 0.950 | 0.618 | 0.952 | 0.913 | 0.606 |
overall | 0.584 | 0.882 | 0.622 | 0.890 | 0.846 | 0.576 |
measured in the test set of each fold and then averaged over all folds