More Problems

• Write a program to implement the Gini impurity index calculation for classification tasks using matrices.
• Write a program to calculate the log-odds for a binary classification task using matrices.
• Write a program to compute the Kullback-Leibler divergence between two distributions represented as matrices.
• Write a program to implement the naïve Bayes algorithm for text classification using matrices.
• Write a program to perform time series forecasting using ARIMA models represented as matrices.
• Write a program to calculate the expected value of a random variable from a joint probability matrix.
• Write a program to check if a matrix is irreducible and compute its properties.
• Write a program to implement hierarchical clustering and compute the linkage matrix using distance matrices.