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JOURNAL ARTICLE

Hybrid Machine Learning Classifier and Ensemble Techniques to Detect Parkinson’s Disease Patients

Sunil Kumar Yadav Munindra Kumar Singh

Year: 2021 Journal: SN Computer Science Vol: 2 (3) Publisher: Springer Nature

DOI: 10.1007/s42979-021-00587-8

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Keywords:

Confusion matrix Artificial intelligence Random forest Support vector machine Machine learning Classifier (UML) Logistic regression Computer science Cross-validation Matthews correlation coefficient Gradient boosting Receiver operating characteristic Ensemble learning Binary classification Pattern recognition (psychology)

Metrics

13

Cited By

1.76

FWCI (Field Weighted Citation Impact)

30

Refs

0.79

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Voice and Speech Disorders

Health Sciences → Medicine → Physiology

Parkinson's Disease Mechanisms and Treatments

Health Sciences → Medicine → Neurology

Oral and gingival health research

Health Sciences → Health Professions → Pharmacy

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