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Table 3.

Accuracy for edge-on galaxies from the RFGC catalog to be classified as the late morphological types by the machine learning methods and multi-parametric diagram.

Classifier Accuracy, %
Multi-parametric diagram 54.4
Naive Bayes 70.2
K-nearest neighbors 61.6
Logistic regression 71.6
Random forest 77.2
Support-vector machine 63.3

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