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1. Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method Public

   High data dimensionality and irrelevant features can negatively impact the performance of machine learning algorithms. This repository implements the Permutation feature importance method to enhanc…

   Jupyter Notebook 1

2. Rock-Paper-Scissors-Image-Classification-with-TensorFlow-and-CNN-Model Rock-Paper-Scissors-Image-Classification-with-TensorFlow-and-CNN-Model Public

3. Customer-churn-prediction-using-supervised-learning-algorithm Customer-churn-prediction-using-supervised-learning-algorithm Public

   The repository presented steps for building a model that predicted whether a customer would switch telecommunication service providers.

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4. Exploratory-Data-Analysis-and-Modeling-for-on-Time-Graduation-Prediction Exploratory-Data-Analysis-and-Modeling-for-on-Time-Graduation-Prediction Public

   This repository includes detailed data analyses and prediction models for students' on-time graduation using various machine learning algorithms.

   Jupyter Notebook 1

5. Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status Public

   This repository showcases efforts to improve the performance of classification models using diverse feature selection techniques. The case study revolves around predicting loan statuses.