The Perceptron algorithm is a fundamental linear classifier used to model binary relationships. This implementation focuses on the logical implication x1 → (x2 ∨ x3) ...

Analyzed the effectiveness of COVID vaccine on 8 different age groups and trained 5 classification machine learning models to check whether the the vaccine developed immunity in 100k people from an ...

1 Department of Information Systems Security, Bangladesh University of Professionals, Dhaka, Bangladesh. 2 Institute of Information Technology, Jahangirnagar University, Dhaka, Bangladesh. 3 ...

Abstract: Classifier design for a given classification task needs to take into consideration both the complexity of the classifier and the size of the dataset that is available for training the ...

Abstract: Many machine learning applications employ a multiclass classification stage that uses multiple binary linear classifiers as building blocks. Among these, commonly used strategies such as one ...

ABSTRACT: Low-dimensional feature representation with enhanced discriminatory power of paramount importance to face recognition systems. Most of traditional linear discriminant analysis (LDA)-based ...