borderline-smote

There are 1 repository under borderline-smote topic.

MicheleDiSabato / detecting-abnormal-markets-ews
Detecting Abnormal Markets - Early Warning Systems
adasyn anomaly-detection borderline-smote early-warning-s early-warning-system knn machine-learning matlab python smote statistics time-series timeseries
Language:HTML 1
emrecanduran / Marketing-Campaign-Response-Prediction
Develop a model to predict which retail customers will respond to a marketing campaign. Logistic Regression shows the best performance.
bias-variance borderline-smote imbalanced-data learning-curve logistic-regression precision-recall-curve
Language:Jupyter Notebook 0
mosama1994 / Heart-Attack-Detection-using-Machine-Learning
Used CDC dataset for heart attack detection in patients. Balanced the dataset using SMOTE and Borderline SMOTE and used feature selection and machine learning to create different models and compared them based on metrics such as F-1 score, ROC AUC, MCC, and accuracy.
adaboost balancing borderline-smote decision-trees feature-selection forward-selection logistic-regression machine-learning naive-bayes-classifier python random-forest-classifier recursive-feature-elimination smote svm-classifier
Language:Python 0
Shamanistic-Bearbarian / credit-card-default-forecasting
Leveraging and comparing various ML techniques to forecast credit card defaults [Imbalanced data]
borderline-smote imbalanced-data lasso-regression machine-learning neural-network random-forest receiver-operating-characteristic regularization smote-sampling xgboost
Language:Jupyter Notebook
SophiaVei / systematic-study-on-class-imbalance
demonstrate different models such as Variational Autoencoders and GANs in a variety of datasets, including tabular, text and image data, including the generation of synthetic data for comparison of their effectiveness in all models for each kind of dataset
borderline-smote gans oversampling smote vae
Language:Python

borderline-smote

MicheleDiSabato / detecting-abnormal-markets-ews

emrecanduran / Marketing-Campaign-Response-Prediction

mosama1994 / Heart-Attack-Detection-using-Machine-Learning

Shamanistic-Bearbarian / credit-card-default-forecasting

SophiaVei / systematic-study-on-class-imbalance