Comprehensive and Comparative Analysis of Different Types ML Algorithm for Detecting Parkinson’s Disease

Authors

  • Muppala Sunny Chowdhary, Jacob Jasper Roy Paga, Deepa D, GowriManohari V, Nithya S

Keywords:

Parkinson disease; Classification; Machine learning classifier; Deep neural network; Diagnosis

Abstract

Biomarkers derived from the human voice can offer knowledge into neurological problems, like Parkinson's infection (PD), on account of their basic psychological and neuromuscular capacity. PD is a reformist neurodegenerative issue that affects around 1,000,000 individuals in India, with roughly 60,000 new clinical determinations made every year. Because in engine control that is the sign of the infection, voice can be utilized to identify and analyze PD. This paper has been created for directed characterization calculations, like Xtreme Gradient Boosting (xgboost), which is another calculation for Machine Learning.

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Published

2022-07-23

Issue

Vol. 71 No. 3s2 (2022): Special Issue on Mathematics Theory and its Contribution in Robotics and Computer Engineering

Section

Articles