Implementation of ensemble machine learning algorithms on exome datasets for predicting early diagnosis of cancers

Table 5 Classification analysis by Assiri et al. [70]

Classification algorithms	Accuracy (%)	Precision	Recall	F1 score
Simple logistic regression learning	98.25	0.983	0.982	0.982
SVM learning with SGD optimization	97.88	0.979	0.978	0.971
Multilayer perceptron network	97.66	0.977	0.977	0.977
K-nearest neighbor classification	97.08	0.972	0.971	0.972
Majority based ensemble model	99.42	0.994	0.994	0.994

ISSN: 1471-2105