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Table 4 Classifier errors for the classifier’s tested on dataset 5

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

Classifier Error ZeroR NaiveBayes KNN J48 RandomForest SMO OneR
Kappa statistic 0.00 0.66 0.23 0.87 0.00 0.86 0.57
Mean absolute error 0.12 0.05 0.06 0.02 0.09 0.02 0.04
Root mean squared error 0.25 0.22 0.24 0.12 0.20 0.13 0.20
Relative absolute error 100% 40.55% 47.10% 15.63% 73.11% 13.33% 31.55%
Root relative squared error 100% 90.13% 96.73% 48.74% 79.35% 51.73% 79.59%