OSA MRS machine learning - insula, midbrain, putamen, thalamus

Options: guide here.

Decision Trees  - yes, good to start simple

Discriminant Analysis - No, does not support categorical predictor (sex)

SVM - Yes

Naive Bayes - Yes

Nearest Neighbor - No, does not suppor combined categorical/numerical predictors

Ensembles - Yes