Extended Data Fig. 1: Probability distributions of model predictions and ROC curves for TabMap and five other prediction models.
From: Interpretable discovery of patterns in tabular data via spatially semantic topographic maps
Probability distributions of model predictions (left) and ROC curves (right) from 5-fold cross-validation on the PD dataset for (a) TabMap, (b) 1DCNN, (c) LR, (d) RF, (e) GB, and (f) XGB. In the ROC curves, the blue curve illustrates the mean performance across the hold-out test set, where each fold represents 20% of the tested data. The gray shaded area shows the standard deviation of the performance.
