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supervised-learning-classifiers

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imnotamr / AI

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A collection of machine learning and AI projects implemented in Jupyter notebooks, covering regression, classification, and neural networks

python machine-learning deep-neural-networks ai deep-learning jupyter-notebook data-visualization supervised-learning classification data-analysis data-preprocessing predictive-modeling unsupervised-learning unsupervised-learning-algorithms model-evaluation supervised-learning-algorithms colab-notebook project-based-learning supervised-learning-classifiers data-preprocessing-and-cleaning
  • Updated Feb 4, 2025
  • Jupyter Notebook

ShivaNeuralNet / Customer-Churn-Classifier

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Predicting customer retention in an e-commerce platform using classification models. Includes data preprocessing, feature engineering, and model evaluation (Logistic Regression, SVM, Random Forest, KNN, Decision Tree). Best model achieves 83% accuracy and perfect recall. Ideal for business use.

ecommerce classification svm-classifier random-forest-classifier knn-classifier smote-sampling supervised-learning-classifiers customer-retention-analysis imbalanced-dataset-handling
  • Updated Apr 1, 2025
  • Jupyter Notebook

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