More Problems

• Write a program to implement the random forest algorithm for classification tasks using matrices.
• Write a program to compute the principal components of a dataset using covariance matrices.
• Write a program to check if a matrix is a non-negative matrix and compute its properties.
• Write a program to compute the adjusted Rand index for clustering evaluation using matrices.
• Write a program to perform Bayesian regression using matrix algebra.
• Write a program to implement the k-nearest neighbors algorithm using a distance matrix for efficient searching.
• Write a program to compute the sensitivity and specificity for a binary classification task using matrices.
• Write a program to perform feature selection using the Recursive Feature Elimination (RFE) method with matrices.