Can I read Statistical Learning Exercise on Mice Data on EtoBox?

Statistical Learning Exercise on Mice Data by Wajeeha Umer is a document available to read on EtoBox.

What is Statistical Learning Exercise on Mice Data about?

This exercise involves analyzing a dataset of protein expression levels in mice with and without Down syndrome. Students are asked to: [1] Perform classification using decision trees, support vector machines, and dimensionality reduction with principal components on the protein data to distinguish control and Down syndrome mice. [2] Cluster the protein data using k-means and hierarchical clustering to group mice based on protein expression similarities. Results are to be analyzed and clusters interpreted.

Author

Wajeeha Umer

Language

EN