Table 4.

The Four Diagnostic Models with Their Corresponding Classifiers.

Model	Data set	Classifier	Score
PICS	Data Set I	Cosine Similarity	Bayesian Averaging Algorithm
		Tanimoto Coefficient
		Ψi Score
		MICA
PGAS	Data Set II	Cosine Similarity	Bayesian Averaging Algorithm
		Tanimoto Coefficient
CPML	Data Set III	Logistic Regression	Bayesian Averaging Algorithm
		K-Nearest Neighbor
		Random Forest
		Extra Trees
		Naive Bayes
		Deep Neural Network
APML	Data Set IV	Logistic Regression	Bayesian Averaging Algorithm
		K-Nearest Neighbor
		Random Forest
		Extra Trees
		Naive Bayes
		Deep Neural Network

MICA, Most Informative Common Ancestor.