Skip to main content

Table 4 Comparison between different models using different data sources

From: A hybrid Stacking-SMOTE model for optimizing the prediction of autistic genes

Prediction model

Performance measure (AUC)

Classifier

Krishnan [9]

0.73

Weighted SVM

Suratanee [24]

0.824

XGBoost

Yu Zhang [18]

0.89

PANDA(Deeplearning)

Stacking-SMOTE

0.948

Stacking ensemble

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us