search

gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
574 stars 173 forks source link

[EXE] Credit Card Fraud Detection and Classification using Logistic Regression #195

Open Kesavan-Raman opened 1 year ago

Kesavan-Raman commented 1 year ago

Learning Goals

Binary Classification, Logistic regression and Data Preprocessing

Exercise Statement

Credit card fraud classification using Logistic Regression

Prerequisites

Basic understanding of Logistic regression algorithm, Python and Pandas basics.

Data source/summary:

Dataset if obtained from Kaggle. Link of dataset: https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud

(Optional) Suggest/Propose Solutions

I have the solution ready implemented with Multinomial Logistic regression, will be happy to create pull request to include the exercise solution.

darpan-2001 commented 1 year ago

Hey @Kesavan-Raman I can implement this, if possible, assign this issue to me.

Sk47R commented 1 year ago

Hey @Kesavan-Raman , I would be grateful if u address me this problem. I will try and solve it with numpy and maths with deeplearning model for binary classification problem.