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Baseline

These was the steps of my baseline using Logistic Regression and very simple transformations. The data was not balanced by any technique and the model was not tunned as well.

  • File name: lrc_baseline.sav

Pipeline

Raw data: fraud_detection_dataset.csv
Drop Columns
Filter classes on type
Train Test Split
Label Encoding on type
Scaling
Fit Logistic Regression
Predict
Calculate Metrics

Confusion Matrix

confusion-matrix