K-Nearest Neighbours
Very simple inefficient algorithm for classification
KNN classifier is a nonparametric lazy classifier. In nonparametric classification the algorithm does not assume any specific distribution for the data sets.
Insights on AI, technology, research, and academic perspectives from Kurdistan and beyond.
KNN classifier is a nonparametric lazy classifier. In nonparametric classification the algorithm does not assume any specific distribution for the data sets.
Support Vector Machine is a binary parametric classifier that classifies items by creating a hyperplane between classes.
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.
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.