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Projects in Awesome Lists tagged with decison-trees

A curated list of projects in awesome lists tagged with decison-trees .

https://github.com/rubaiyadnoorshahriar1999/wine-quality-testing--machine-learning

Keywords—classification, supervised learning, Random Forest, K-Nearest Neighbor(K-NN), Naïve Bayes, Decision tree, Support Vector machine

decison-trees jupyter-notebook knn-classification machine-learning machine-learning-algorithms naive-bayes-classifier python support-vector-machines wine-quality

Last synced: 02 Dec 2024

https://github.com/steciuk/pszt-id3-algortihm

Classification of mushrooms using decision tree in ID3 implementation

classifiation decison-trees id3 k-fold-cross-validation

Last synced: 24 Feb 2025

https://github.com/dms-codes/decision-tree-drugs

Decision Tree Classifier with Grid Search and Visualization

decison-trees machine-learning python

Last synced: 12 Mar 2025

https://github.com/sayande01/fake_news_prediction_machine_learning

This project evaluates logistic regression, random forest, decision tree, and gradient boosting classifier models for fake news detection. Using labeled data, it analyzes accuracy, confusion matrices, and ROC curves to understand each model's effectiveness in discerning between real and fake news.

binary-classification decison-trees gradient-boosting-classifier logistic-regression random-forest

Last synced: 06 Apr 2025

https://github.com/sayande01/employee_churn_prediction_machine_learning

Leveraging ColumnTransformer, pipelines, standardization, and encoding, we'll preprocess data. Using Logistic Regression, Decision Trees, Random Forest, and XGBoost, we'll analyze factors like job satisfaction, promotion, and salary to predict churn. This helps companies improve satisfaction, reduce turnover, and enhance stability.

decison-trees logistic-regression random-forest xgboost-classifier

Last synced: 06 Apr 2025