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  1. Diabetes_classification_ML Diabetes_classification_ML Public

    Jupyter Notebook 1

  2. SpamDetectionClassification SpamDetectionClassification Public

    This is a spam detection project that classifies spam emails using Naive Bayes and Logistic Regression. The machine learning models are trained using two types of Naive Bayes (Multinomial Naive Bay…

    Jupyter Notebook 1

  3. EVALUATION-OF-TREE-BASED-CLASSIFIERS-AND-THEIR-ENSEMBLES EVALUATION-OF-TREE-BASED-CLASSIFIERS-AND-THEIR-ENSEMBLES Public

    This project looks at tree-based classifiers and their ensemble methods. It uses synthetic CNF-generated datasets and the MNIST image dataset. The aim is to compare the performance of Decision Tree…

    Jupyter Notebook 1

  4. K-Means-Clustering-and-Expectation-Maximization-for-Gaussian-Mixture-Models K-Means-Clustering-and-Expectation-Maximization-for-Gaussian-Mixture-Models Public

    Jupyter Notebook 1

  5. MLP_and_CNN-Deep-Learning-for-MNIST-and-CIFAR-10 MLP_and_CNN-Deep-Learning-for-MNIST-and-CIFAR-10 Public

    Jupyter Notebook 1

  6. BreastCancerPrediction_ML BreastCancerPrediction_ML Public

    Jupyter Notebook