https://github.com/milaan9/python_decision_tree_and_random_forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9

Last synced: 23 Oct 2025

https://github.com/milaan9/Python_Decision_Tree_and_Random_Forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9

Last synced: 04 May 2025

https://github.com/bhattbhavesh91/decision_tree_grid_search

Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.

decision-tree-algorithm grid-search-hyperparameters random-search

Last synced: 18 Oct 2025

https://github.com/arasgungore/n-puzzle-solver

A C++ project which efficiently solves any given N-puzzle using backtracking on a decision tree.

15-puzzle 15-puzzle-game 15-puzzle-solver 15puzzle 15puzzlegame algorithm algorithms back-tracking backtracking cplusplus cpp decision-tree decision-tree-algorithm game n-puzzle recursion recursive-backtracking-algorithm terminal-based tree tree-structure

Last synced: 12 Apr 2025

https://github.com/bhattbhavesh91/dtreeviz-tutorial

Visualize a Decision Tree using dtreeviz

decision-tree-algorithm decision-tree-classifier decision-tree-regression decision-trees dtreeviz machine-learning model-interpretation python visualization

Last synced: 19 Jul 2025

https://github.com/andi611/naive-bayes-and-decision-tree-classifiers

Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)

adult-dataset data-mining data-mining-algorithms decision-tree decision-tree-algorithm decision-tree-classifier decision-trees graphviz income-dataset mushroom-classification mushroom-classifier naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier news-data scikit-learn scikitlearn-machine-learning sklearn

Last synced: 24 Mar 2025

https://github.com/sophy8281/ml-agorithms

Implementation of various machine learning algorithms

adaline decision-tree-algorithm genetic-algorithm k-means-clustering k-nearest-neighbours naive-bayes-algorithm perceptron-learning-algorithm reinforcement-learning-algorithms

Last synced: 26 Feb 2025

https://github.com/techshot25/keplerdata

This checks out data provided by the Kepler space telescope to study exoplanets.

artificial-neural-networks decision-tree-algorithm deep-neural-networks k-nearest-neighbors machine-learning matplotlib multi-layer-perceptron neural-network random-undersampling statistics support-vector-machines

Last synced: 21 Jun 2025

https://github.com/aditya5558/id3-decison-tree

An implementation of the ID3 Decision tree algorithm.

decision-tree-algorithm id3-algorithm kmeans-clustering machine-learning

Last synced: 24 Feb 2025

https://github.com/monish-nallagondalla/positional-salaries

This project implements a Decision Tree Regression model to predict salaries based on position levels using the dataset Position_Salaries.csv. The dataset contains position levels and their corresponding salaries. The model uses a decision tree to learn the relationships between position levels and salaries and predict salaries for any given positi

data-preprocessing decision-tree-algorithm decision-tree-regression feature-engineering ml-for-salary-estimation model-evaluation position-level-prediction regression-models salary-prediction supervised-learning

Last synced: 25 Jun 2025

https://github.com/justdvnsh/machine-learning-with-python

A collection of machine learning models with python.

data-science decision-tree-algorithm ensemble-learning kmeans-clustering-algorithm knn-algorithm machine-learning random-forest regression-algorithms supervised-learning unsupervised-machine-learning

Last synced: 01 Apr 2025

https://github.com/gabriel-kahen/decision-tree-optimizer

Import a csv that follows the format provided by the 2 test sets and you will get an optimized question flow to return a Yes/No answer. This is an implementation of the ID3 Algorithm.

decision-tree decision-tree-algorithm decision-trees id3 id3-algorithm

Last synced: 16 Jul 2025

https://github.com/pialghosh2233/telco_customer_churn_prediction

data-science decision-tree decision-tree-algorithm decision-tree-classifier decision-trees machine-learing-algorithms machine-learning machine-learning-algorithms machine-learning-project machine-learning-projects machinelearning ml-project python

Last synced: 02 Mar 2025