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GitHub topics: decision-tree-algorithm

Repositories

srirams04/decision-tree-from-scratch

A decision tree implementation from scratch using Python, NumPy and pandas for four cases of real/discrete features/output.

Language: Python - Size: 17.6 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

PialGhosh2233/Telco_customer_churn_prediction

Language: Jupyter Notebook - Size: 296 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

bhattbhavesh91/dtreeviz-tutorial

Visualize a Decision Tree using dtreeviz

Language: Jupyter Notebook - Size: 195 KB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

nickboodoo/thrill

Embark on a mystical adventure in a richly crafted world, engaging in dynamic combat, exploring mysterious locations, and uncovering ancient magic.

Language: HTML - Size: 4.15 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

nickboodoo/soulz

Dive into Soulz, a strategic text-based adventure where combat prowess and exploration merge, guiding heroes through a perilous world teeming with challenges and evolving threats.

Language: Python - Size: 18 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 240 - Forks: 197

EmptySpace99/DecisionTree

A decision tree is a predictive model useful for different purposes and often used as a tool for decision support.

Language: C++ - Size: 30.3 KB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

sujit-rai/Machine-Learning

Various Machine Learning algorithms implemented from scratch

Language: Java - Size: 30 MB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

madhura711/American-Airlines-Machine-Learning--Decision-Tree-Analysis

Size: 373 KB - Last synced: 3 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

dannyb79/ID3

ID3 algorithm implementation in C

Language: C - Size: 46.9 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

blakeb211/guide

Open source implementation of the GUIDE decision tree algorithm

Language: Python - Size: 179 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

techshot25/KeplerData

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

Language: Jupyter Notebook - Size: 7.64 MB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

bhattbhavesh91/decision_tree_grid_search

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

Language: Jupyter Notebook - Size: 2.68 MB - Last synced: 22 days ago - Pushed: almost 3 years ago - Stars: 11 - Forks: 19

RiddhiRex/Decision-Tree-Building

Language: Python - Size: 6.84 KB - Last synced: 5 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

Keith-Tachibana/EZ-FIT

A full-stack web application that syncs a user's FitBit data in order to generate workout suggestions

Language: JavaScript - Size: 35.8 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

bobye/Decision_Tree_PDeque

C++ code for "A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque"

Language: C++ - Size: 112 KB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 35 - Forks: 10

Saadia-Hassan/ML-Classifiers

A simple classification problem where SVM, Logistic Regression, KNN and Decision Trees algorithms are used and the F1-score with Jaccard similarity scores are found out.

Language: Jupyter Notebook - Size: 117 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 1

emirhanai/Machine-Learning-Software-that-predicts-planets-based-on-their-distance-from-the-sun-number-of-sate

Machine Learning Software that predicts planets based on their distance from the sun, number of satellites and various properties

Language: Python - Size: 1.02 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 1

kapilbhise/ml-lab

Machine learning algorithms

Language: Jupyter Notebook - Size: 7.2 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

arasgungore/N-puzzle-solver

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

Language: C++ - Size: 211 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 7 - Forks: 0

Jayasagar/py-machine-learning-labs

My own quick and basic implementations for Machine Learning Decision Tree classifier algorithm!

Language: Python - Size: 208 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

abdullah-abunada/image_classification

The goal of this project is to build a web application that will be trained on a set of labeled flower images to make predictions on the given input.

Language: JavaScript - Size: 50.2 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

Unique-Divine/Banknote-Fraud-Detection

Fraudulent banknote detection with decision trees built from scratch.

Language: Jupyter Notebook - Size: 135 KB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

Sruthisb24/DECISION_TREE_ALGORITHM

THIS MY TASK 6 OF DATA SCIENCE AND BUSINESS ANALYTICS INTERNSHIP.PREDICTION USING DECISION TREE ALGORITHM.AIM OF THIS TASK IS ,FOR THE GIVEN 'IRIS DATASET',CREATE THE DECISION TREE CLASSIFIER AND VISUALIZE IT GRAPHICALLY

Language: Jupyter Notebook - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ShouoDirector/DecisionTree

A simple academic requirement in machine learning course

Language: Python - Size: 551 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

huang104160/decision-tree-algorithm

决策树代码简单实现

Language: C++ - Size: 141 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

anshul1004/DecisionTree

Decision Tree classifier from scratch without any machine learning libraries

Language: Python - Size: 24.4 KB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 9 - Forks: 6

sangita9853/Task-2-LGM-Prediction-Using-Decision-Tree-Algorithm

Create the Decision Tree classifier and visualize it graphically. The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.

Language: Jupyter Notebook - Size: 165 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

parthk3004/Quizzaro

Quizzaro The Personality Quiz

Language: Python - Size: 47.9 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 12 - Forks: 6

abhinav-bohra/DecisionTrees

Implementation of Decision Tree Algorithm using Python, Pandas, and NumPy without using any off the shelf library usi

Language: Jupyter Notebook - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1

guevara-erik/Hiring-Prediction-Decision-Tree

Problem to solve: Predict if a candidate would be hired based on specific characteristics; what are the most important features a candidate must have to have higher possibilities of getting the job?

Language: Jupyter Notebook - Size: 43.9 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

mehdimo/DecisonTreeFormation

ID3 Decision Tree algorithm

Language: Python - Size: 109 KB - Last synced: 10 months ago - Pushed: about 10 years ago - Stars: 2 - Forks: 3

andi611/Naive-Bayes-and-Decision-Tree-Classifiers

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

Language: Python - Size: 16.5 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 2

Kineruth/Iris_Flower_Dataset

Iris flower dataset classification using Decision tree and KNN Algorithms.

Language: Jupyter Notebook - Size: 186 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ivalada/Decision-Tree-Manual-and-SKlearn-Implementations

Implementation of Decision Tree classification algorithm in Python using Pandas, NumPy and Scikit-Learn.

Language: Jupyter Notebook - Size: 128 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Sophy8281/ml-agorithms

Implementation of various machine learning algorithms

Language: Python - Size: 300 KB - Last synced: 12 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

yashjshah/Employee-Data-Analysis

Analytical tool to help the company decide whether the employee will stay or not

Language: R - Size: 151 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

jakjan95/DTsolver

Solver for Decision Trees

Language: Jupyter Notebook - Size: 1.37 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

bhataparnak/Machine-Learning-Projects

Various Machine learning algorithms

Language: Jupyter Notebook - Size: 180 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

sakshigupta08/Task-6-GRIP-Sparks-Foundation

Prediction using Decision Tree Algorithm to create Decision Tree Classifier.

Language: Jupyter Notebook - Size: 556 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1

AyushSinha29/Adult-Income-Decision-Tree

Decision Tree is a Supervised learning technique that can be used for both classification and Regression problems, but mostly it is preferred for solving Classification problems. It is a tree-structured classifier, where internal nodes represent the features of a dataset, branches represent the decision rules and each leaf node represents the outcome.

Language: Python - Size: 155 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

MonwarAdeeb/Random-Forest-using-Decision-Tree

Random Forest Algorithm written in Python using NumPy and Pandas. Based on the Decision Tree Algorithm.

Language: Python - Size: 110 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

hetianle/QuestDecisionTree

QUEST is proposed by Loh and Shih (1997), and stands for Quick, Unbiased, Efficient, Statistical Tree. It is a tree-structured classification algorithm that yields a binary decision tree. A comparison study of QUEST and other algorithms was conducted by Lim et al (2000).

Language: C++ - Size: 867 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 3

rajrohan/titanic-dataset

This dataset has passenger information who boarded the Titanic along with other information like survival status, Class, Fare, and other variables. The unfortunate event which was occurred on 15 April 1912, the Titanic sank after colliding with an iceberg, aboard 2224 peoples. Titanic passenger Data Analysis consist: Data Exploration and Preparation, Data Representation and Transformation, Data Visualization and Presentation

Language: Jupyter Notebook - Size: 310 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 2

Related Keywords

decision-tree-algorithm 56 machine-learning 19 decision-tree-classifier 18 python 16 decision-tree 16 decision-trees 15 machine-learning-algorithms 12 pandas 7 numpy 6 id3-algorithm 6 random-forest 5 classification 5 classification-algorithm 4 naive-bayes-algorithm 4 scikit-learn 4 sklearn 4 python3 4 knn-classifier 3 prediction 3 id3 3 decision-tree-regression 3 machinelearning 3 data-science 3 data-mining 2 matplotlib 2 neural-network 2 supervised-machine-learning 2 predictive-modeling 2 k-means-clustering 2 random-forest-classifier 2 predictive 2 logistic-regression 2 algorithms 2 cpp 2 tree 2 entropy 2 iris-dataset 2 supervised-learning 2 tree-pruning 2 naive-bayes-classification 2 naive-bayes-classifier 2 knn-algorithm 2 perceptron-learning-algorithm 2 adaboost 2 dijkstra-algorithm 2 machine-learning-projects 2 graphviz 2 kmeans-clustering 2 unit-testing 2 roguelike-game 2 dtreeviz 2 object-oriented-programming 2 decision-tree-classification 2 adult-dataset 1 skicit-learn 1 hiring-exercise 1 model-interpretation 1 visualization 1 shelf-library-usi 1 decisiontrees 1 pygal 1 personality-traits 1 personality-test 1 data-mining-algorithms 1 income-dataset 1 mushroom-classification 1 mushroom-classifier 1 naive-bayes 1 ml-project 1 news-data 1 scikitlearn-machine-learning 1 deeplearning 1 datanalysis 1 capstone-project 1 yml 1 advertisement 1 breast-cancer-dataset 1 classification-model 1 decision-tree-model 1 gini-index 1 overfitting 1 post-pruning 1 graph 1 pruning 1 data-preprocessing-and-cleaning 1 model-evaluation-and-selection 1 big-five-traits 1 big5-ocean-traits 1 flask 1 machinelearning-python 1 ocean-model 1 personality 1 personality-detection 1 personality-predicting 1 personality-quiz 1 ml 1 quest 1 titanic-dataset 1 knn-classification 1 machine-learning-scratch 1