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parkinsons_classifier's Introduction

Machine Learning Applications for Parkinson’s Disease Rehab Treatment

The goal was to develop a statistical model that could use dysphonia measures to replicate speech experts’ assessment of future rehabilitation treatment status. I constructed a neural network classifier that utilized principal component analysis and resilient backpropagation with weight tracking. Final model performed with 94% test accuracy.

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