Keratoconus Severity Classification Using Features Selection and Machine Learning Algorithms

Figure 12

Comparison of classification performance based on the accuracy of different models using all features (a) and applying mutual information (b), ANOVA (c), embedded (d), embedded with a filter (e), and filter with RFE (f) feature selection algorithms.

(a)

(b)

(c)

(d)

(e)

(f)