More Problems

• Write a program to calculate the beta coefficient using regression analysis with matrices.
• Write a program to implement the naive Bayes classifier for multi-class classification using matrices.
• Write a program to calculate the false positive rate and false negative rate from a confusion matrix.
• Write a program to compute the adjusted Rand index for clustering evaluation using matrices.
• Write a program to check if a matrix is reducible or irreducible in the context of Markov chains.
• Write a program to calculate the mutual information between two categorical variables represented as matrices.
• Write a program to implement the gradient descent optimization algorithm using matrices.
• Write a program to compute the total costs for various predictive models using matrices.