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SpamDetectionClassification
SpamDetectionClassification PublicThis 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
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EVALUATION-OF-TREE-BASED-CLASSIFIERS-AND-THEIR-ENSEMBLES
EVALUATION-OF-TREE-BASED-CLASSIFIERS-AND-THEIR-ENSEMBLES PublicThis 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
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K-Means-Clustering-and-Expectation-Maximization-for-Gaussian-Mixture-Models
K-Means-Clustering-and-Expectation-Maximization-for-Gaussian-Mixture-Models PublicJupyter Notebook 1
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MLP_and_CNN-Deep-Learning-for-MNIST-and-CIFAR-10
MLP_and_CNN-Deep-Learning-for-MNIST-and-CIFAR-10 PublicJupyter Notebook 1
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