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Table 3 Model Ranking Based on Mean Recall Score

From: A biomarker basing on radiomics for the prediction of overall survival in non–small cell lung cancer patients

Model

Mean Precision

Mean Recall

Mean Accuracy

Max Depth

Max Features

Min Samples Split

N Estimators

221

0.886

0.892

0.883

25

3

3

1100

279

0.879

0.892

0.874

25

20

5

700

153

0.884

0.883

0.879

15

3

5

700

225

0.884

0.883

0.879

25

3

5

700

146

0.878

0.883

0.874

15

3

3

500

  1. This table displayed the results of automatic hyper-parameters tuning based on two evaluation standards and ranked the models based on mean recall scores. The last four columns represent the values of hyper-parameters of models
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Respiratory Research

ISSN: 1465-993X

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