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decision-tree-model

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awesome-decision-tree-papers

benedekrozemberczki /awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research

UpdatedMar 16, 2024
Python

anshul1004 /DecisionTree

Decision Tree classifier from scratch without any machine learning libraries

machine-learning entropy advertisement prediction supervised-learning id3 pruning decision-trees decision-tree decision-tree-classifier classification-algorithm decision-tree-algorithm iris-dataset id3-algorithm decision-tree-model overfitting classification-model post-pruning gini-index breast-cancer-dataset

UpdatedDec 12, 2019
Python

mahesh147 /Random-Forest-Regression

A simple implementation of Random Forest Regression in python.

machine-learning sklearn python3 regression-models decision-tree-model random-forest-regression machine-learing-algorithms

UpdatedJan 14, 2018
Python

vpatel95 /decision-tree-classifier

Decision Tree Classifier and Boosted Random Forest

classifier machine-learning cpp ensemble-learning cpp-library decision-tree tree-ensemble decision-tree-classifier classification-algorithm gradient-boosting decision-tree-model random-forest-classifier classification-model

UpdatedMay 30, 2020
C++

vicaaa12 /machine-learning

machine learning

python machine-learning performance-metrics performance-analysis alpha confusion-matrix regression-models alpha-beta-pruning hyperparameter-tuning decision-tree-classifier normalization decision-tree-model features-extraction feature-visualization gini-impurity recall-precision gini-importance performance-improvements gridsearch-tuning explotary-data-analysis

UpdatedFeb 29, 2024
Jupyter Notebook

Vineeta12345 /Decision-Tree-Modelling

Performs decision tree modeling over a given dataset using python

graphviz python-3 decision-tree-classifier spyder decision-tree-model

UpdatedMay 6, 2020
Python

aashisharora13 /BINARY-CLASSIFICATION-MODELING-USING-ALTERYX

Binary Classification Using Alteryx Self Service Analytics

scoring classification logistic-regression tableau predictive-analytics alteryx decision-tree-model stepwise-regression

UpdatedDec 3, 2018

GeorgetownMcCourt /divorce-prediction

Predicting American Divorce from the American Community Survey

divorce-prediction decision-tree-model

UpdatedMay 9, 2017
HTML

Tejas1908 /Photometric_Redshift

Estimate the Redshift of galaxies using Decision Tree model

galaxies redshift decision-tree-model

UpdatedOct 14, 2019
Jupyter Notebook

mslawsky /airline-customer-satisfaction-prediction

This multi-phase project identifies key satisfaction drivers and provides actionable insights to improve customer experience using statistical analysis and machine learning models, including logistic regression, decision trees, random forests, and XGBoost.

xgboost ensemble-learning logistic-regression predictive-analytics decision-tree-model customer-prediction airline-satisfaction satisfaction-analysis inflight-entertainment random-forest-model

UpdatedMar 6, 2025
Python

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