Credit card fraud detection model

Requirements

Download LRBalancedModel and pipelineModelBalanced models from this link.
Create saves directory in the downloaded or cloned repository and move the abovementioned models to this directory
Install the required libraries (using requirements.txt and tools.
Run the programs (jupyter notebooks and .py file)

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.gitignore		.gitignore
LR_roc_balanced_model.png		LR_roc_balanced_model.png
LR_roc_balanced_model_wo_v21.png		LR_roc_balanced_model_wo_v21.png
LR_roc_unbalanced_model.png		LR_roc_unbalanced_model.png
README.md		README.md
analysis-and-training-pyspark-2.4.6.ipynb		analysis-and-training-pyspark-2.4.6.ipynb
analysis-and-training-pyspark-3.1.1.ipynb		analysis-and-training-pyspark-3.1.1.ipynb
analysis-and-training-random-forest.ipynb		analysis-and-training-random-forest.ipynb
analysis-and-training.ipynb		analysis-and-training.ipynb
random_forest_roc_balanced_model.png		random_forest_roc_balanced_model.png
random_forest_roc_balanced_model_wo_v21.png		random_forest_roc_balanced_model_wo_v21.png
random_forest_roc_unbalanced_model.png		random_forest_roc_unbalanced_model.png
requirements.txt		requirements.txt
spark-LR-predict.py		spark-LR-predict.py
spark-LR-training.py		spark-LR-training.py
split_dataset.ipynb		split_dataset.ipynb