Blog Posts

Insights on AI, technology, research, and academic perspectives from Kurdistan and beyond.

Support Vector Machine

Elegant mathematical model for classification

Support Vector Machine is a binary parametric classifier that classifies items by creating a hyperplane between classes.

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Rule-Based Classification

A Variation of Decision Tree

A rule-based classifier uses a set of rules to classify items in a data set. The rules are formalised in the form of IF-THEN clause.

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Decision Trees Classification

A Simple and effective classification algorithm

Decision Tree is a classification model which recursively partitions the data space into two parts. The split can be considered as a hyperplane parallel to one axis of the data space.

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