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Table 3 Classification algorithms used in this study

From: Development of machine learning classifiers to predict compound activity on prostate cancer cell lines

ML Algorithm

1

Logistic Regression (LR)

2

Linear Discriminant Analysis (LDA)

3

K-Nearest Neighbor (KNN)

4

Decision Tree (CART)

5

Naïve Bayes (NB)

6

Support Vector Machine (SVM)

7

Ada Boost (AB)

8

Gradient Boosting (GBM)

9

Random Forest (RF)

10

Extra Trees (ET)

  1. Name abbreviations are shown in brackets