id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cuesj-1338	Mahmood, Nozad H.; Kadir, Dler H.	An Elastic Net Approach to Logistic Regression for Genetic Selection in High-Dimensional Brain Cancer Data	2025	10	.pdf	application/pdf	6670	296	53	The penalized multinomial logistic regression model can be stated as: l L penalty termpenalty � �� � � � � � �log ( ) ( )( )0 1 1 0 1 1 log K T Considering the formula and the method, accuracy is easy to grasp and calculate, and it is effective if the class is balanced.[28] Accuracy Nmber of correct predictions Total Number of Predi = � � � � � � cctions The F1 score integrates both precision and recall into a single value by taking their harmonic mean rather than the arithmetic mean in which one value can overshadow the other on account of superlative performance.	cache/cuesj-1338.pdf	txt/cuesj-1338.txt