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. 2022 Mar 21;59(1):237–261. doi: 10.1007/s10844-021-00646-9

Table 5.

Execution times comparison

Classifier Training Time Test Time
SGD 0.06 0.03
Naive Bayes 0.02 0.004
Linear SVC 0.27 0.002
Random Forest 3.57 0.06
Logistic Regression 0.22 0.002
Nearest Neighbor 0.019 4.17
Decision Tree 9.18 0.009
Gradient Boost 22.7 0.02
Perceptron 0.08 0.05
Passive Aggressive 0.09 0.04