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. 2020 Oct 28;12(5):19–25. doi: 10.17691/stm2020.12.5.02

Table 2.

The results of classification on the test sample based on the best three features for each disease

Class Metrics
Precision Recall F1-score Balanced accuracy
Brain cancer 1 1 1 1
Breast cancer 0.976 1 0.988 0.997
Esophageal cancer 1 1 1 1
Healthy 0.969 0.993 0.981 0.993
Multiple myeloma 1 0.975 0.987 0.987
Pancreatic cancer 0.968 0.944 0.956 0.969