Evaluation of Stream Mining Classifiers for Real-Time Clinical Decision Support System: A Case Study of Blood Glucose Prediction in Diabetes Therapy

Table 3

The Kappa statistics for the candidate classifiers.

Algorithm	VFDT	iOVFDT	Bayes
Kappa statistics	0.587	0.605	0.678
Reference	Remarks
0.0~0.20	Slight
0.21~0.40	Fair
0.41~0.60	Moderate
0.61~0.80	Substantial
0.81~1	Almost perfect