Table 3

Accuracy results from machine learning model runs, ordered in descending order by test accuracy

ModelTrain accuracyTest accuracy
Ridge Classifier0.8240.736
SVM0.8250.735
Elastic Net0.8230.732
Logistic regression0.8240.732
Ensemble (Elastic Net, KNN,
Random Forest)
0.8600.717
CNN0.8400.711
Random Forest0.9270.693
Naive Bayes0.5910.429