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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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