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Table 3 The % accurately classified by the top three models after training and testing

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

Set 1 Train Test Set 2 Train Test Set 3 Train Test
J48 99.50 94.50 J48 99.00 93.00 J48 99.50 94.50
SMO 100.00 96.25 RandomForest 100.00 97.50 SMO 100.00 94.50
NaiveBayes 98.00 86.50 SMO 100.00 93.00 NaiveBayes 98.50 84.25
Set 4 Train Test Set 5 Train Test    
J48 99.00 92.40 J48 99.50 99.20    
SMO 100.00 93.00 SMO 100.00 98.50    
NaiveBayes 94.20 89.00 oneR 96.60 97.10    
  1. These models were previously evaluated using the 10 fold cross validation