TITLE:
A Preliminary Study on Parkinson’s Disease with Regularized Logistic Regression Method
AUTHORS:
Jophy Lin
KEYWORDS:
Mental Depression, Parkinson’s Disease, Regularized Logistic Regression, Gradient Descent
JOURNAL NAME:
Open Journal of Social Sciences,
Vol.7 No.11,
November
20,
2019
ABSTRACT: Parkinson’s disease is a long-term degenerative disorder of the central nervous system. In this paper, we have used gradient descent method with regularized logistic regression to give suggestions on the possible reason for the rise of this disease. Results with different regularization are presented and compared. We hope this could open a new way for studying complex diseases using data methods.