id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-2565	K. Manisekharan	Comparative Analysis of Parkinson's Disease Classification Using Deep Learning Approaches Enhanced with Optimization Techniques Versus Traditional Machine Learning Models	2024	8	.pdf	application/pdf	3632	205	41	The effectiveness of deep learning models can be further enhanced using optimization techniques like hyperparameter tuning, regularization, and gradient-based methods, which address challenges such as overfitting and improve generalization. Deep learning models often achieve superior performance compared to traditional machine learning models across metrics such as accuracy, precision, recall, F1-score, and AUC, especially when working with large and complex datasets.	cache/cana-2565.pdf	txt/cana-2565.txt