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Table 2 Model ranking based on mean precision 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

149

0.886

0.892

0.883

15

3

3

1100

252

0.882

0.91

0.888

25

10

3

100

164

0.878

0.901

0.883

15

5

3

500

154

0.878

0.892

0.879

15

3

5

900

233

0.878

0.847

0.861

25

3

10

1100

  1. This table displayed the results of automatic hyper-parameters tuning based on two evaluation standards and ranked the models based on mean precision score. 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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