Table 9 Classification report for Extreme Gradient Boosting Classifier.

From: Performance of machine learning algorithms for lung cancer prediction: a comparative approach

 

Precision

Recall

f1-score

Support

0

1.00

0.50

0.67

12

1

0.88

1.00

0.94

44

Macro avg

0.94

0.75

0.80

56

Weighted avg

0.91

0.89

0.88

56

Accuracy

  

0.89

56

  1. The accuracy of extreme gradient boosting classifier is 89.29%.