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  1. LoanPrediction LoanPrediction Public

    Applaying different machine learning algorithms (Naive-Bayes, KNN, Decision Tree, Random Forest) on loan prediction data sets. Goal is to train a model to predict client risk for loan approval.

    Python 1

  2. eClassroom eClassroom Public

    Spring Boot MVC app. Using Thymeleaf for frontend and MySql as a database. The main idea is simple eClassroom, but focus of this project are CRUD operations and role based login

    HTML

  3. ASP.NET-Core-WebAPI ASP.NET-Core-WebAPI Public

    ToDo web application with implementation of CRUD operations for Assignments and Users, based on ASP.NET Core 5.0 and Angular 11, also used code first approach on SQL Server.

    C#

  4. Second-Loan-Data-Set Second-Loan-Data-Set Public

    Another data set used for training models

  5. Loan-Prediction-Data-Set-Cleaned Loan-Prediction-Data-Set-Cleaned Public

    Cleaned data set, ratio of column Risk_Flag is 40:60.

  6. Loan-Prediction-Data-Set Loan-Prediction-Data-Set Public

    Original data set, contains 250,000 records. Causing zero value problems for False positive and True positive cases with Naive Bayes and KNN algorithms.