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Table 2 The % accuracy of classification after evaluating each classifier on a given dataset using 10 fold stratified cross validation

From: Using machine learning algorithms to identify genes essential for cell survival

Classifiers Set 1 Set 2 Set 3 Set 4 Set 5
ZeroR 75.00 50.00 75.00 80.00 93.41
NaiveBayes 93.00 89.00 93.25 92.40 95.00
KNN 77.00 74.00 81.00 83.20 94.23
J48 95.00 95.00 94.50 96.60 98.46
RandomForest 91.00 95.00 84.75 82.80 93.41
SMO 94.25 94.50 94.50 96.00 98.35
OneR 88.75 78.00 88.75 91.00 96.09