R. Sıva Subramanıan

Alleviating the Naive Bayes Assumption using Filter Approaches

2023

Particularly compared to other machine learning algorithms, the Naive Bayes algorithm is notable for its widespread application in a wide range of classification problems despite its seeming simplicity. However, the conditional assumptions it makes about …

Support Vector Machines: Unveiling the Power and Versatility of SVMs in Modern Machine Learning

2023

Support vector machines, or SVMs, have become a really big deal in machine learning because of how good they are at classification and regression problems. This article explores in-depth knowledge about SVMs in ML algorithms. …