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Table 8 Performance metrics with decision trees

From: Predicting cash holdings using supervised machine learning algorithms

Decision trees

Model with 19 features

Model with 15 features

Model with 10 features

Model with 5 features

Max depth

5

5

5

5

RMSE

0.0906

0.0915

0.0903

0.0899

R2

0.3723

0.3756

0.3812

0.3822