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threshold-tuning

Here are 5 public repositories matching this topic...

ManunEbo / Home-Shopping-ML

This is an end to end machine learning project using my personal shopping data collected over the past three years.

machine-learning sql monitoring deployment pandas python3 hyperparameter-tuning explainable-ai model-evaluation-and-selection threshold-tuning

Updated Sep 1, 2023
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MohamedLotfy989 / Credit-Card-Fraud-Detection

This repository focuses on credit card fraud detection using machine learning models, addressing class imbalance with SMOTE & undersampling, and optimizing performance via Grid Search & RandomizedSearchCV. It explores Logistic Regression, Random Forest, Voting Classifier, and XGBoost. balancing precision-recall trade-offs for fraud detection.

random-forest credit-card-fraud xgboost ensemble-learning logistic-regression hyperparameter-tuning imbalanced-data smote fraud-detection voting-classifier undersampling grid-search-hyperparameters precision-recall randomizedsearchcv classic-machine-learning threshold-tuning

Updated Feb 2, 2025
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tatv047 / Credit-Card-Fraud-Detection

A comprehensive machine learning(binary classification) project for detecting credit fraud on a highly imbalanced dataset.

data-science machine-learning numpy machine-learning-algorithms pandas credit-card-fraud naive-bayes-classifier logistic-regression decision-trees data-cleaning hyperparameter-tuning random-forest-classifier cost-sensitive-learning optuna xgboost-classifier lightgbm-classifier catboost-classifier threshold-tuning

Updated Jul 23, 2025
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adabyt / stroke-prediction-ml

Stroke prediction using machine learning (LogReg, RF, GBoost, LightGBM) with class imbalance handling and threshold optimisation

python data-science machine-learning scikit-learn exploratory-data-analysis data-visualization classification imbalanced-data oversampling joblib stroke-prediction healthcare-analytics threshold-tuning histgradientboostingclassifier

Updated Jul 15, 2025
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PriyankaSett / Identifying_gamma_hadron_magic_dataset

Identifying rare event.

pr pandas seaborn curve auc matplotlib roc gradient-boosting random-forest-classifier gmeans gridsearchcv randomoversampler xgboost-classifier smotetomek adaboostclassifier youden-jstatistic prcurve threshold-tuning

Updated Mar 29, 2023
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