- Open the terminal in your working directory and run the followihng:
conda env create -f environment.yml
- Activate the env
conda activate credit-fraud-detection
- to run the pipeline
python -m scripts.run_pipeline
-
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A comprehensive machine learning(binary classification) project for detecting credit fraud on a highly imbalanced dataset.
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tatv047/Credit-Card-Fraud-Detection
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A comprehensive machine learning(binary classification) project for detecting credit fraud on a highly imbalanced dataset.
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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
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