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serengil /chefboost

Sponsor

Star485

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

python data-science machine-learning data-mining random-forest kaggle id3 gbdt gbm gbrt gradient-boosting-machine cart adaboost decision-trees gradient-boosting c45-trees categorical-features gradient-boosting-machines regression-tree

UpdatedJul 9, 2025
Python

RaczeQ /scikit-learn-C4.5-tree-classifier

Sponsor

Star33

A C4.5 tree classifier based on a zhangchiyu10/pyC45 repository, refactored to be compatible with the scikit-learn library.

python classifier scikit-learn sklearn c45 decision-trees decision-tree c45-trees sklearn-classify

UpdatedMay 26, 2019
Python

fknince /veri-madenciligiPaketi

Star13

Bu pakette Veri Madenciliği'nin kendi yazdığım önemli sınıflandırma algoritmalarından C4.5 - ID3 - Linear Regression ve Twoing algoritmaları bulunmaktadır.

python data-mining big-data algorithms linear-regression id3 data-analysis c45 arff data-mining-algorithms c45-trees twoing

UpdatedOct 4, 2017
Python

medansoftware /C45-Algorithm-PHP

Star12

C4.5 PHP Library

decision-tree datamining c45-trees

UpdatedJan 15, 2025
PHP

fritzwill /decision-tree

Star9

Python 3 implementation of decision trees using the ID3 and C4.5 algorithms. ID3 uses Information Gain as the splitting criteria and C4.5 uses Gain Ratio

python data-science numpy pandas python3 decision-trees c45-trees id3-algorithm

UpdatedFeb 17, 2025
Python

silenceu /decision-tree-c45

Star8

决策树算法c4.5进行影像分类

decision-tree datamining c45-trees

UpdatedApr 9, 2018
Python

Sparxxz /Particle-Swarm-Optimisation-C4.5

Star5

This is a type of optimisation technique using PSO+C4.5 algorithm, mainly used as Gene Selection Algorithm

python algorithm optimization jupyter-notebook population decision-trees particle-swarm-optimization pso c45-trees gene-selection-algorithm

UpdatedDec 20, 2018
Jupyter Notebook

uab-projects /decision-trees

Star2

In this project we'll try to implement and learn about decision trees the in artificial intelligence subject KRU (Knowledge, reasoning and uncertainty or in Catalan, a region from Spain we are living: Coneixement, raonament i incertesa).

machine-learning random-forest artificial-intelligence id3 confusion-matrix c45 decision-trees c45-trees

UpdatedFeb 7, 2017
Python

BigTailFox /C45-Decision-Tree-Python

Star2

An implement of the classic machine learning algorithm C4.5 decision tree.

machine-learning data-mining c45-trees

UpdatedApr 10, 2020
Python

Igorlinharesb /Classificador-de-Sinais-com-KNN

Star2

Trabalho prático da disciplina de Reconhecimento de padrões que consiste na implementação do algoritmo KNN para classificar sinais de áudio e de ECG.

signal-processing matlab supervised-learning classification pattern-recognition decision-trees knn c45-trees centroid

UpdatedAug 6, 2020
MATLAB

saitamawashere /Algoritma-C45-Saitamacode

Star1

Simple Calculated and Implementation of C4.5 Algorithm With Python

python c45-trees c45-algorithm

UpdatedMay 23, 2023
Python

saliherdemk /C4.5-Algorithm-Visulizer

Star1

Visualization of C4.5 Algorithm

data-science decision-trees c45-trees visulization c45-decision-tree

UpdatedJan 24, 2023
JavaScript

nikhil-iyer-97 /Decision-Tree-Implementation

Star1

Decision tree implementation in C++ to classify and predict salary of people using ID3 and C4.5 algorithms

classifier machine-learning id3 decision-trees c45-trees

UpdatedDec 15, 2017
C++

Davidmenamm /Data_Science_Decision_Trees

Star1

Implementing binary classification for id3, c45 and cart trees.

python data-science machine-learning supervised-learning id3 decision-trees c45-trees cart-trees chefboost

UpdatedNov 4, 2021
Python

wang-jinghui /Machine-Learning-Algorithm

Star1

machine learning algorithm

neural-network machine-learning-algorithms decision-trees naive-bayes-algorithm c45-trees

UpdatedFeb 25, 2017
Python

nightspite /id3-c45-classifier

Star1

Simple implementation of the ID3 + C4.5 algorithm for decision tree learning

id3 c45 decision-trees decision-tree decision-tree-classifier c45-trees id3-algorithm decision-tree-id3 c45-decision-tree c45-algorithm decision-tree-c45

UpdatedNov 22, 2023
Python

csgn /data-mining-alg

Star0

python data-mining id3 c45 data-mining-algorithms decision-tree c45-trees id3-algorithm k-means-implementation-in-python k-means-clustering twoing data-mining-algorithm k-means-implementation c45-decision-tree id3-python-implementation twoing-decision-tree

UpdatedJan 2, 2023
Jupyter Notebook

ablanco1950 /ABALONE_DECISIONTREE_C4-5

Star0

ABALONE_DECISIONTREE_C4-5: A procedure is attached that uses the Abalone file (https://archive.ics.uci.edu/ml/datasets/abalone) as test and training . After evaluating the entropy of each field, a tree has been built with the nodes corresponding to fields 0, 7 and 4 and branch values ??in each node: 1 for the root node corresponding to field 0, …

decision-tree abalone c45-trees abalone-dataset