Table 3 The accuracy report of Covid-19 and normal lung detection using [16] dataset
From: COVID-19 detection from chest X-ray images using CLAHE-YCrCb, LBP, and machine learning algorithms
Classifiers | Accuracy (%) | Precision | Recall | F1-score |
|---|---|---|---|---|
Logistic regression (LR) | 55.88 | 0 | – | – |
Decision tree (DT) | 99.01 | 97.77 | 100 | 98.87 |
K-nearest neighbor (KNN) | 99.01 | 97.77 | 100 | 98.87 |
Naive Bayes (NB) | 99.01 | 97.77 | 100 | 98.87 |
Support vector machines (SVM) | 55.88 | 0 | – | – |