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Advances in Human-Computer Interaction
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Advances in Human-Computer Interaction
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2022
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Article
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Tab 2
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Research Article
Diabetes Mellitus Disease Prediction Using Machine Learning Classifiers with Oversampling and Feature Augmentation
Table 2
Comparison of all classifiers.
Dataset
Algorithm
Accuracy (%)
Pima Indians dataset
LR
75.20
XGB
83.30
GBM
94.10
DT
94.40
ET
94.60
RF
94.80
LGBM
95.20