How is the transformation from the original feature set to the new space performed in SVM with kernels?
Monday, 07 August 2023 by EITCA Academy
The transformation from the original feature set to the new space in Support Vector Machines (SVM) with kernels is a important step in the classification process. Kernels play a fundamental role in SVMs as they enable the algorithm to operate in a higher-dimensional feature space, where the data might be more separable. This transformation is
- Published in Artificial Intelligence, EITC/AI/MLP Machine Learning with Python, Support vector machine, Reasons for kernels, Examination review
Tagged under: Artificial Intelligence, Feature Space, Kernels, Machine Learning, SVM, Transformation
What are the distribution laws and De Morgan's laws in Boolean logic?
Wednesday, 02 August 2023 by EITCA Academy
Boolean logic is a fundamental concept in computer science and plays a important role in the field of cybersecurity. It provides a mathematical framework for representing and manipulating logical expressions using two values: true and false. In this context, the distribution laws and De Morgan's laws are important principles that govern the behavior of logical