Figure 2. The feature selection curve of balanced accuracy for different feature subsets.

The 167 feature subsets were obtained by adding features one by one in order of importance from high to low. On the basis of each feature subset, the model was established with 10-fold cross-validation. The curve represents the relationship between the feature subset and its corresponding model’s balanced accuracy.