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Table 4 The values considered for hyperparameters for NaĂŻve Bayes classifiers

From: How can SHAP values help to shape metabolic stability of chemical compounds?

Hyperparameter

Considered values

Alpha

0.001, 0.01, 0.1, 1, 10, 100

var_smoothing

1e−11, 1e−10, 1e−9, 1e−8, 1e−7, 1e−6, 1e−5, 1e−4

fit_prior

True, False

Norm

True, False

  1. The table lists the values of hyperparameters which were considered during optimization process of different NaĂŻve Bayes classifiers
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Journal of Cheminformatics

ISSN: 1758-2946

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