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 264
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++ 36
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 26
parthk3004 / Quizzaro
Quizzaro The Personality Quiz
big-five-traits big5-ocean-traits decision-tree-algorithm decision-tree-classifier flask machine-learning machinelearning machinelearning-python matplotlib ocean-model personality personality-detection personality-predicting personality-quiz personality-test personality-traits pygal python python3
Language:Python 15
alitalpur99 / SDN-TCPCongestionDetection
MasterThesis on Congestion Detection in SDN networks using Machine Learning
sdn machine-learning decision-tree-algorithm tcp congestiondetection
Language:Python 14
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 13
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 12
anshul1004 / DecisionTree
Decision Tree classifier from scratch without any machine learning libraries
advertisement breast-cancer-dataset classification-algorithm classification-model decision-tree decision-tree-algorithm decision-tree-classifier decision-tree-model decision-trees entropy gini-index id3 id3-algorithm iris-dataset machine-learning overfitting post-pruning prediction pruning supervised-learning
Language:Python 11
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++ 11
abhinav-bohra / DecisionTrees
Implementation of Decision Tree Algorithm using Python, Pandas, and NumPy without using any off the shelf library usi
decision-tree-algorithm decisiontrees id3-algorithm numpy pandas shelf-library-usi tree-pruning
Language:Jupyter Notebook 6
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 6
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 4
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
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
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 3
sakshigupta08 / Task-6-GRIP-Sparks-Foundation
Prediction using Decision Tree Algorithm to create Decision Tree Classifier.
decision-tree-classifier decision-tree-algorithm prediction datanalysis
Language:Jupyter Notebook 3
yashjshah / Employee-Data-Analysis
Analytical tool to help the company decide whether the employee will stay or not
aic analysis analytics auc-roc-curve boruta decision-making decision-tree decision-tree-algorithm decision-tree-classifier decision-tree-regression decision-trees hypothesis-testing logistic-regression prediction predictive predictive-analytics predictive-modeling r svm tree-pruning
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
decision-tree-algorithm knn-algorithm logistic-regression-algorithm machine-learning-algorithms random-forest-algorithm svm-algorithm xgboost-algorithm
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
workout-suggestions mongodb react injury-severity-score decision-tree-algorithm k-means-clustering flask-web material-ui fitbit-api capstone-project machine-learning user-authentication dashboard-templates heroku-deployment github-education agile-development uci-mcs-cs297p
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
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
python pandas sklearn titanic-dataset decision-tree-algorithm
Language:Jupyter Notebook 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
shettyvarshaa / ML-LAB
Machine Learning Lab Programs in the curriculum
bayesian-network concept-learning data-preparation decision-tree-algorithm knn-classification machine-learning-algorithms naive-bayes-classifier random-forest-classifier svm-classifier
Language:Python 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
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 2
srinidhinandakumar / user-reputation-system
This project is my under-graduation final year thesis project.
user-reputation decision-tree-algorithm iaas classification infrastructure cloud
Language:C 2
nickboodoo / thrill
For the THRILL of the hunt!
decision-tree-algorithm dijkstra-algorithm graph object-oriented-programming roguelike-game unit-testing
Language:Python 1
PialGhosh2233 / Telco_customer_churn_prediction
This project focuses on the analysis to uncover patterns and predictors of churn
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
Language:Jupyter Notebook 1

decision-tree-algorithm

milaan9 / Python_Decision_Tree_and_Random_Forest

bobye / Decision_Tree_PDeque

the-mrinal / ML-Notebook

parthk3004 / Quizzaro

alitalpur99 / SDN-TCPCongestionDetection

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

bhattbhavesh91 / decision_tree_grid_search

anshul1004 / DecisionTree

arasgungore / N-puzzle-solver

abhinav-bohra / DecisionTrees

Sarbjyotsingh / Gender-Classification-with-Python

bhataparnak / Machine-Learning-Projects

hetianle / QuestDecisionTree

alexandretea / ddti

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

Baticsute / BLASTRec

huang104160 / decision-tree-algorithm

kapilbhise / ml-lab

sakshigupta08 / Task-6-GRIP-Sparks-Foundation

yashjshah / Employee-Data-Analysis

bhattbhavesh91 / dtreeviz-tutorial

blakeb211 / guide

dileepkorade / Machine-Learning_Projects

Keith-Tachibana / EZ-FIT

m0-k1 / Titanic-Survival-Exploration

mehdimo / DecisonTreeFormation

nickboodoo / soulz

rajrohan / titanic-dataset

Saadia-Hassan / ML-Classifiers

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

shettyvarshaa / ML-LAB

shitian-ni / LINEAR-DISCRIMINANT-TREES

Sophy8281 / ml-agorithms

srinidhinandakumar / user-reputation-system

nickboodoo / thrill

PialGhosh2233 / Telco_customer_churn_prediction