[Retracted] Modeling of Compulsive Behavior Types of Obsessive-Compulsive Disorder Patients by Using the Data Mining Method

Table 2

Comparison of results of the generated models.

Classifier	Time taken to build model	Correctly classified instances	Kappa statistic	Mean absolute error	Root mean squared error	Relative absolute error	Root relative squared error
JRIP	0.00	62.19%	0.387	0.267	0.377	80.89%	93.71%
J.48	0.00	60.98%	0.390	0.247	0.384	74.40%	94.54%
Naive Bayes	0.00	57.92%	0.345	0.264	0.366	79.58%	90.10%
PART	0.00	56.09%	0.329	0.250	0.408	75.36%	100.49%
Random Forest	0.04	55.48%	0.316	0.255	0.387	77.06%	95.17%
Multilayer Perception	0.44	51.82%	0.255	0.255	0.442	76.89%	108.79%
ONER	0.00	63.41%	0.464	0.182	0.427	55.11%	105.14%
SMO	0.04	65.24%	0.471	0.299	0.381	90.16%	93.82%