Research Article

Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support System

Table 3

Used classification algorithms and abbreviations.

Algorithm nameAbbreviations

Zero ruleZR
Naive-BayesNB
Multilayer perceptronMLP
Simple logisticSL
Support vector machinesSMO
One nearest neighborIBK
C4.5 decision treeJ48
Rep TreeRT
BoostingBS
BaggingBG
Random forestRF