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Table 1 Comparative analysis of performance of the 9 algorithms chosen

From: Cervical pre-cancerous lesion detection: development of smartphone-based VIA application using artificial intelligence

Algorithms

PrecisionAtRecall (0.8)

Gradient Boosting Classifier

0.6827

Logistic Regression

0.6613

Random Forest Classifier

0.6467

Extra Trees Classifier

0.6393

Naive Bayes

0.6160

Ada Boost Classifier

0.5880

Light Gradient Boosting Machine

0.5793

K Neighbors Classifier

0.5027

Decision Tree Classifier

0.3567