Machine learning models to predict a patient's diagnosis based on features selected from a dataset

ID3 is a Machine Learning Decision Tree Algorithm that uses two methods to build the model. The two methods are Information Gain and Gini Index.

Machine learning binary classification algorithms for classifying mails as spam or ham.

Python solutions for Introduction to AI laboratory exercises.

ID3 Decision Tree based on iris.data

Assignments for CS760

A Python GUI project to compute the results of Data Mining Classification Algorithms: Naive Bayes & ID3 Decision Tree.

myID3 and myC45 modules implementation (Tubes1B), myMLP module implementation with mini-batch gradient descent (Tubes1C) and 10-fold cross validation scheme implementation (Tubes1D)

generate an ID3 decision tree using the UCI Iris and Breast Cancer datasets

This repository contains a simple implementation of the ID3 decision tree learning algorithm in Python. The ID3 algorithm is a popular machine learning algorithm used for building decision trees based on given data.

Decision Trees - ID3 [Artificial Intelligence Course Project]