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GitHub topics: random-oversampling

maheshvarade/Poland-Bankruptcy-Prediction

Poland Bankruptcy Prediction (2009) This project aims to predict whether a Polish company went bankrupt in 2009 based on its financial data. The dataset contains several features derived from companies' balance sheets, and the goal is to build models that can identify bankruptcy effectively — despite the challenge of high class imbalance.

Language: Jupyter Notebook - Size: 3.25 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

msikorski93/Credit-Card-Fraud-Detection

A binary classification task performed with machine learning in Python. The dataset's target distribution is heavily imbalanced. The model performance was evaluated with F1 scores.

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Related Keywords
random-oversampling 2 random-undersampling 2 tensorflow 1 smote-enn 1 resampling-methods 1 near-miss 1 naive-bayes 1 logistic-regression 1 light-gradient-boosting-machine 1 k-nearest-neighbors 1 k-means 1 f1-score 1 credit-card-fraud 1 class-imbalance-handling 1 binary-classification 1 balanced-bagging 1 adasyn 1 standerdscaler 1 smote-sampling 1 simpleimputer 1 roccurve 1 random-forest-classifier 1 pca-analysis 1 make-pipeline 1 decision-tree-classifier 1