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Projects in Awesome Lists tagged with ada-boost-classifier

A curated list of projects in awesome lists tagged with ada-boost-classifier .

https://github.com/rahulvictor12/german-bank-loan-defaulter-prediction

A machine learning project to predict loan defaults in a German bank's customer base. Using the German Credit Risk dataset, it explores key factors contributing to defaults and trains models like Random Forest, GBM, and XGBoost. Includes EDA, data processing, hyperparameter tuning, and model evaluation.

accuracy ada-boost-classifier bagging categorical-encoding data-processing exploratory-data-analysis f1-score gbm gridsearchcv hyperparameter-tuning machine-learning missing-value-handling modelevaluation precision random-forest randomsearch-cv recall xgboost

Last synced: 25 Feb 2025

https://github.com/shourya1997/finding_donors

In this project, we will apply supervised learning techniques and an analytical mind on data collected for the U.S. census to help CharityML (a fictitious charity organization) identify people most likely to donate to their cause.

ada-boost-classifier fscore gradient-boosting-classifier ipython-notebook machine-learning python sgd-classifier supervised-learning

Last synced: 27 Feb 2025

https://github.com/virajbhutada/titanic-survival-prediction

ML project focused on predicting Titanic passenger survival using various algorithms and extensive data analysis techniques. This project includes detailed data visualization and interpretation to uncover key factors affecting survival. By leveraging various ML models the analysis aims to achieve high predictive accuracy.

ada-boost-classifier data-exploration data-science data-visualization decision-tree-classifier hyperparameter-tuning knn-classification logistic-regression machine-learning model-interpretation random-forest-classifier roc-curve titanic-classification

Last synced: 27 Feb 2025