decision-tree-algorithm

There are 1 repository under decision-tree-algorithm topic.

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.
decision-tree decision-tree-classifier decision-tree-algorithm decision-tree-classification decision-tree-id3 id3-algorithm python-decisiontreeclassifier python-decision-tree python4beginner python4everybody python4datascience python-tutorial-notebook python-tutorial-github decision-tree-playgolf iris-classification cart-algorithm tutor-milaan9 random-forest dtreeviz graphviz
Language:Jupyter Notebook 244
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"
decision-tree-algorithm deque sharpe-ratio
Language:C++ 35
the-mrinal / ML-Notebook
Karma of Humans is AI
numpy-arrays matploblib linear-regression logistic-regression logisticregression confusion-matrix decision-tree-algorithm feature-scaling gradient-descent naive-bayes-classifier knn-classifier text-classification svm-classifier pca-analysis notebook used-cars gridsearchcv
Language:Jupyter Notebook 27
parthk3004 / Quizzaro
Quizzaro The Personality Quiz
machinelearning personality-predicting personality personality-quiz personality-traits personality-test personality-detection python python3 machine-learning decision-tree-algorithm decision-tree-classifier flask pygal matplotlib machinelearning-python big-five-traits ocean-model big5-ocean-traits
Language:Python 14
alitalpur99 / SDN-TCPCongestionDetection
MasterThesis on Congestion Detection in SDN networks using Machine Learning
sdn machine-learning decision-tree-algorithm tcp congestiondetection
Language:Python 13
arasgungore / N-puzzle-solver
A C++ project which efficiently solves any given N-puzzle using backtracking on a decision tree.
15-puzzle 15-puzzle-solver n-puzzle backtracking decision-tree terminal-based tree tree-structure game cpp algorithm algorithms cplusplus recursive-backtracking-algorithm recursion back-tracking decision-tree-algorithm 15puzzle 15-puzzle-game 15puzzlegame
Language:C++ 12
bhattbhavesh91 / decision_tree_grid_search
Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.
grid-search-hyperparameters random-search decision-tree-algorithm
Language:Jupyter Notebook 11
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
machine-learning machinelearning machine machine-learning-algorithms machine-learning-library machine-learning-models machine-learning-projects machine-learning-tutorials decision-trees decision-tree decision-tree-classifier decision-tree-regression decision-tree-algorithm randomforest randomforestregressor randomforestclassifier random-forest random-forest-classifier random-forest-regression random-forest-regressor
Language:Python 11
anshul1004 / DecisionTree
Decision Tree classifier from scratch without any machine learning libraries
decision-trees decision-tree decision-tree-classifier decision-tree-algorithm machine-learning classification-algorithm id3 id3-algorithm pruning entropy post-pruning advertisement breast-cancer-dataset iris-dataset supervised-learning overfitting gini-index classification-model decision-tree-model prediction
Language:Python 9
abhinav-bohra / DecisionTrees
Implementation of Decision Tree Algorithm using Python, Pandas, and NumPy without using any off the shelf library usi
decisiontrees shelf-library-usi decision-tree-algorithm numpy pandas id3-algorithm tree-pruning
Language:Jupyter Notebook 6
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).
cpp decision-tree-algorithm quest machine-learning-algorithms
Language:C++ 4
sakshigupta08 / Task-6-GRIP-Sparks-Foundation
Prediction using Decision Tree Algorithm to create Decision Tree Classifier.
datanalysis decision-tree-algorithm decision-tree-classifier prediction
Language:Jupyter Notebook 4
Sarbjyotsingh / Gender-Classification-with-Python
The code uses the scikit-learn machine learning library to train a decision tree on a small dataset of body metrics (height, width, and shoe size) labeled male or female. Then we can predict the gender of someone given a novel set of body metrics.
python3 machine-learning decision-tree-algorithm gender-classifier python sklearn-classify sklearn numpy scipy
Language:Python 4
alexandretea / ddti
Distributed Decision Tree Induction using MPI
mpi armadillo induction distributed decision-tree decision-tree-algorithm cpp14
Language:C++ 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)
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
Language:Python 3
Baticsute / BLASTRec
Recommendation System support Farmer to prevent The Blast Disease ( Type of Rice Disease )
decision-trees naive-bayes-classifier naive-bayes-algorithm naive-bayes-classification decision-tree-algorithm decision-tree-classifier entropy-measures blast-disease machine-learning
Language:Python 3
huang104160 / decision-tree-algorithm
决策树代码简单实现
decision-tree-algorithm tree
Language:C++ 3
yashjshah / Employee-Data-Analysis
Analytical tool to help the company decide whether the employee will stay or not
analysis analytics r logistic-regression hypothesis-testing prediction predictive predictive-modeling predictive-analytics aic auc-roc-curve boruta decision-trees decision-tree decision-making decision-tree-classifier decision-tree-algorithm decision-tree-regression tree-pruning svm
Language:R 3
bhattbhavesh91 / dtreeviz-tutorial
Visualize a Decision Tree using dtreeviz
visualization python decision-trees decision-tree-classifier decision-tree-regression decision-tree-algorithm dtreeviz machine-learning model-interpretation
Language:Jupyter Notebook 2
blakeb211 / guide
Open source implementation of the GUIDE decision tree algorithm
decision-tree-algorithm machine-learning-algorithms open-source python3
Language:Python 2
dileepkorade / Machine-Learning_Projects
Projects based on Machine Leaning
machine-learning-algorithms knn-algorithm svm-algorithm logistic-regression-algorithm decision-tree-algorithm random-forest-algorithm xgboost-algorithm
Language:Jupyter Notebook 2
kapilbhise / ml-lab
Machine learning algorithms
machine-learning-algorithms finds candidate-elimination decision-tree linear-regression multivariate-linear-regression gradient-descent custom-model-development using-custom-models usa-election-result audiobook text-to-speech decision-tree-algorithm decison-trees text-to-speech-gui logistic-regression neural-network
Language:Jupyter Notebook 2
Keith-Tachibana / EZ-FIT
A full-stack web application that syncs a user's FitBit data in order to generate workout suggestions
agile-development capstone-project dashboard-templates decision-tree-algorithm fitbit-api flask-web github-education heroku-deployment injury-severity-score k-means-clustering machine-learning material-ui mongodb react uci-mcs-cs297p user-authentication workout-suggestions
Language:JavaScript 2
m0-k1 / Titanic-Survival-Exploration
Machine Learning from Titanic Disaster
titanic-kaggle titanic-survival-prediction titanic-dataset titanic-survival-exploration titanic-data-analytics support-vector-machines support-vector-machine svm-classifier naive-bayes-classifier naive-bayes-classification knn-classification knn-classifier decision-tree-classifier decision-tree-algorithm decision-tree jupyter-notebook machine-learning machine-learning-algorithms data-visualization data-analysis
Language:Jupyter Notebook 2
mehdimo / DecisonTreeFormation
ID3 Decision Tree algorithm
id3 decision-tree id3-algorithm decision-tree-algorithm machine-learning-algorithms
Language:Python 2
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.
decision-tree-algorithm object-oriented-programming roguelike-game unit-testing dijkstra-algorithm
Language:Python 2
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.
svm-classifier logistic-regression-algorithm knn-classifier decision-tree-algorithm machine-learning-algorithms beginners-guide beginner-friendly
Language:Jupyter Notebook 2
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.
data-preprocessing-and-cleaning decision-tree-algorithm supervised-machine-learning model-evaluation-and-selection
Language:Jupyter Notebook 2
shitian-ni / LINEAR-DISCRIMINANT-TREES
Linear Discriminant Tree in jupyter notebook
lda linear-discriminant-analysis linear-discriminant lda-tree linear-discriminant-tree decision-tree decision-tree-classifier decision-tree-algorithm decision-tree-learning decision-trees linear-discriminant-trees svd
Language:Jupyter Notebook 2
srinidhinandakumar / user-reputation-system
This project is my under-graduation final year thesis project.
classification cloud decision-tree-algorithm iaas infrastructure user-reputation
Language:C 2
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.
data-science knn-classifier classification-algorithm flower-classification flask-application flask-api decision-tree-algorithm naive-bayes-algorithm sklearn python-3 python
Language:JavaScript 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.
decision-trees decision-tree-classifier decision-tree-algorithm ml python
Language:Python 1
bhataparnak / Machine-Learning-Projects
Various Machine learning algorithms
machine-learning knn-classifier gaussian-naive-bayes ada-boost-classifier entropy linear-discriminant-analysis-lda logistic-regression-classifier perceptron-learning-algorithm bagging-ensemble decision-tree-algorithm polynomial-regression semi-supervised-classification
Language:Jupyter Notebook 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?
classification classification-algorithm decision-tree-algorithm decision-tree-classifier decision-trees hiring-exercise pandas random-forest random-forest-classifier skicit-learn
Language:Jupyter Notebook 1
nickboodoo / thrill
For the THRILL of the hunt!
decision-tree-algorithm dijkstra-algorithm graph object-oriented-programming roguelike-game unit-testing
Language:Python 1
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
Language:Python 1

decision-tree-algorithm

milaan9 / Python_Decision_Tree_and_Random_Forest

bobye / Decision_Tree_PDeque

the-mrinal / ML-Notebook

parthk3004 / Quizzaro

alitalpur99 / SDN-TCPCongestionDetection

arasgungore / N-puzzle-solver

bhattbhavesh91 / decision_tree_grid_search

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

anshul1004 / DecisionTree

abhinav-bohra / DecisionTrees

hetianle / QuestDecisionTree

sakshigupta08 / Task-6-GRIP-Sparks-Foundation

Sarbjyotsingh / Gender-Classification-with-Python

alexandretea / ddti

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

Baticsute / BLASTRec

huang104160 / decision-tree-algorithm

yashjshah / Employee-Data-Analysis

bhattbhavesh91 / dtreeviz-tutorial

blakeb211 / guide

dileepkorade / Machine-Learning_Projects

kapilbhise / ml-lab

Keith-Tachibana / EZ-FIT

m0-k1 / Titanic-Survival-Exploration

mehdimo / DecisonTreeFormation

nickboodoo / soulz

Saadia-Hassan / ML-Classifiers

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

shitian-ni / LINEAR-DISCRIMINANT-TREES

srinidhinandakumar / user-reputation-system

abdullah-abunada / image_classification

AyushSinha29 / Adult-Income-Decision-Tree

bhataparnak / Machine-Learning-Projects

guevara-erik / Hiring-Prediction-Decision-Tree

nickboodoo / thrill

Sophy8281 / ml-agorithms