Jana Satvika's repositories
Exploratory-Data-Analysis-and-Modeling-for-on-Time-Graduation-Prediction
This repository includes detailed data analyses and prediction models for students' on-time graduation using various machine learning algorithms.
Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method
High data dimensionality and irrelevant features can negatively impact the performance of machine learning algorithms. This repository implements the Permutation feature importance method to enhance the performance of some machine learning models by identifying the contribution of each feature used.
Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status
This repository showcases efforts to improve the performance of classification models using diverse feature selection techniques. The case study revolves around predicting loan statuses.
Customer-churn-prediction-using-supervised-learning-algorithm
The repository presented steps for building a model that predicted whether a customer would switch telecommunication service providers.