Clustering

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  • Post last modified:January 23, 2023

Defining or explaining certain models are easier if you describe the algorithm. This is what I did for k-means Algorithm: Select the number of clusters that we want, k Randomly…

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Logistic Regression

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  • Post last modified:December 3, 2023

This is a classification problem because the output is binary: whether a is sun present or not. As a result, we should use a logistic regression model. Strong Candidate: Some…

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Neural Network

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  • Post last modified:July 27, 2023

Error vs Neural Network complexity The model is overfitting since the training error is very low at the later epochs but the test error is quite high. Ideally, we would…

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