Application of Data Mining Technology on Surveillance Report Data of HIV/AIDS High-Risk Group in Urumqi from 2009 to 2015

Table 11

Performance measures of the classifiers for FSW dataset.

Testing criteria	RF		SVM		KNN		DT
Confusion matrix	9709	189	9333	565	9650	248	8680	1218
	302	9547	747	9102	481	9368	1736	8113
Accuracy (%)	97.5136		93.3560		96.3083		85.0408
Sensitivity (%)	96.9337		92.4155		95.1163		82.3739
Specificity (%)	98.0905		94.2918		97.4944		87.6945
Precision (%)	98.0588		94.1554		97.4210		86.9467
Recall (%)	96.9337		92.4155		95.1163		82.3739
AUC (%)	99.8114		98.0369		99.6712		87.0283