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. 2020 Sep 19;8(3):348. doi: 10.3390/healthcare8030348

Table 6.

Values of mean absolute error (MAE), mean squared error (MSE), and Kappa for all algorithms.

Algorithms MAE MSE Kappa
Naïve Bayes 17.5% 28.38% 70.89%
J48 1.2% 7.93% 98.53%
SMO 18.75% 43.3% 47.85%
ZeroR 42.65% 46.18% 69.69%
OneR 0.75% 8.63% 98.25%
Simple Logistic 27.49% 35.64% 62.89%
Random Forest 1.08% 8.56% 97.79%