
401Demonstrating Empirical Procedures
• REP Tree: It is a fast decision tree technique that reduces variance (Mohamed etal.
2012).
• SVM: This technique effectively handles high dimensionality, redundant features,
and complex functions. It is robust in nature (Malhotra 2014).
• VP: This technique is comparable in terms of accuracy to SVM. However, lit-
erature claims that the technique has better learning and prediction speed as
compared to the traditional SVM technique (Freund and Schapire 1999; Sassano
2008).
Some other techniques such as DTab, NNge, RBF, and ZeroR were also selected for analyz-
ing their performances.
11.4.8 Analysis Process ...