Table 6.

Comparison of results in validation set by SVM and Fisher discriminant analysis

Comparison of models	Z	P
Combined SVM model vs Combined Fisher model	5.474	<0.0001
Combined SVM model vs miRNAs SVM model	6.445	<0.0001
Combined SVM model vs Symptom SVM model	6.363	<0.0001
miRNAs SVM model vs Symptom SVM model	0.105	0.9168
miRNAs SVM model vs miRNAs Fisher model	4.032	0.0001
Symptom SVM model vs Symptom Fisher model	2.256	0.0241
Combined Fisher model vs miRNAs Fisher model	4.179	<0.0001
Combined Fisher model vs Symptom Fisher model	3.167	0.0015
miRNAs Fisher model vs Symptom Fisher model	1.454	0.1459