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. 2023 Feb 13;13:2495. doi: 10.1038/s41598-023-27707-z

Table 14.

Classifier model hyperparameters.

Classifier Hyperparameter Values
Random Forest Batch size 100
Bag size 100
Iterations 100
Seed 1
MLP Batch size 100
Hidden layers 2
Learning rate 0.4
Naïve Bayes Batch size 100
Simple Logistics Batch size 100
Heuristic stop 50
Max boosting iteration 400