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. 2024 Jun 17;19(6):e0292026. doi: 10.1371/journal.pone.0292026

Table 6. Conventional machine learning approaches for WBC classification (n = 6).

Author Year Method Accuracy (%) Sensitivity (%) Specificity (%)
Gautam et al. [20] 2016 Naïve Bayesian classifier 80.88 - -
Tantikitti et al. [65] 2015 Decision Tree 92.2 -
Rawat et al. [66] 2017 PCA-SVM 94.6 97 88
Shaikhina et al. [67] 2019 Decision Tree and RF 85 81.8 88.9
Abdeldaim et al. [68] 2018 K-NN 98.6 - -
Mathur et al. [69] 2013 Naïve Bayesian Classifier 92.72 90 -