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Table 6 Classification report: performance of Random Forest after hyperparameter optimization to have best recall score

From: Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques

Tumor type

Precision (%)

Recall (%)

F1-score (%)

Support

Malignant

91

93

92

299

Benign

88

85

86

181

Accuracy

  

90

480

Macro average

87

85

86

480

Weighted average

87

87

87

480

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BioMedical Engineering OnLine

ISSN: 1475-925X

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