More Problems

• Write a program to implement the Naive Bayes algorithm for multi-class classification using matrices.
• Write a program to check if a matrix is irreducible in the context of Markov chains.
• Write a program to compute the total variation distance between two probability distributions using matrices.
• Write a program to implement the Principal Component Analysis (PCA) using singular value decomposition (SVD).
• Write a program to perform model evaluation metrics using ROC curves and confusion matrices.
• Write a program to compute the distance matrix using the Chebyshev distance metric.
• Write a program to check if a matrix is positive semi-definite using eigenvalue decomposition.
• Write a program to perform feature extraction from text data using matrices.