Add AI into the mix, and the amount of data being gathered, analysed, and possibly shared only increases. Some apps are training their algorithms on user interactions and even scanning private ...

In this study, we introduce an ensemble-based machine learning algorithm, paired with an improved Gini index for feature selection, to detect DDoS attacks. Our approach used UNSW_NB15 dataset from ...

Classification of heart disease can be a value addition to doctors; this chapter aims at supporting doctors in taking decision to classify healthy and coronary heart disease (CHD) patients using ...

Decision Trees are non-parameterized supervised algorithms used for classification and regression procedures. It is composed of a system of nodes representing tests on attributes, edges representing ...

This column is Yes if the rain for that day was 1mm or more. I tried out several classification algorithms and noticed that most of them were overfitting the data. After thorough evaluation, I ...