Improving ELM-Based Service Quality Prediction by Concise Feature Extraction

Table 6

Accuracy comparison versus different feature selection algorithms.

Algorithm	EF	IG	TR	SM	MM	GI	SV
ELM	82.55%	81.47%	79.83%	77.66%	78.08%	81.72%	82.3%
SVM	82.1%	80.64%	79.0%	78.6%	77.1%	79.65%	81.03%
CART	74.1%	71.03%	71.75%	72.01%	73.11%	71.68%	71.68%
J48	66.72%	64.37%	59.76%	55.51%	58.41%	61.79%	59.63%
Treenet	77.2%	73.8%	77.7%	74.48%	74.73%	73.68%	74.67%
BPNN	63.1%	60.63%	58.8%	58.5%	59.07%	59.34%	60.73%