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Topic: "class-imbalance-handling"

LifeOf-py/Marketing-Analytics

Predicting which people would be likely to convert from free users to premium subscribers in the next 6 month period, if they are targeted by our promotional campaign.

Language: Python - Size: 497 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

LKEthridge/Supervised_Learning

Supervised Learning project from TripleTen

Language: Jupyter Notebook - Size: 324 KB - Last synced at: about 1 month ago - Pushed at: 3 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: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Arfa-Ahsan/Customer-Churn-Prediction-Project

Developing a machine learning model to predict customer churn as it is essential for proactively retaining valuable customers.

Language: Jupyter Notebook - Size: 19.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

krisssix/BankruptcyPrediction

Predicting company bankruptcy using various machine learning models. The dataset is sourced from Kaggle: Company Bankruptcy Prediction.

Language: Python - Size: 4.88 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Related Topics
f1-score 2 feature-scaling 2 data-analysis 2 logistic-regression 2 k-nearest-neighbors 2 random-forest-classifier 1 python 1 outlier-removal 1 ml 1 machine-learning 1 k-nn 1 feature-selection 1 dataset 1 data-splitting 1 cross-validation 1 catboost 1 tensorflow 1 confusion-matrix 1 smote 1 support-vector-machine 1 svm 1 xgboost 1 data-cleaning 1 data-visualisation 1 feature-engineering 1 feature-importance 1 hyperparameter-tuning 1 model-deployment 1 model-training 1 classification 1 decision-trees 1 k-fold-cross-validation 1 marketing-analytics 1 data-upload 1 downsampling 1 feature-prep 1 fpr 1 imbalanced-classification 1 label-encoding 1 one-hot-encoding 1 ordinal-encoding 1 pr-curve 1 precision 1 recall 1 regression-metrics 1 roc-curve 1 supervised-learning 1 tpr 1 upsampling 1 adasyn 1 balanced-bagging 1 binary-classification 1 credit-card-fraud 1 k-means 1 light-gradient-boosting-machine 1 naive-bayes 1 near-miss 1 random-oversampling 1 random-undersampling 1 resampling-methods 1 smote-enn 1