More Problems

• Write a program to compute the silhouette coefficient for evaluating clustering algorithms using matrices.
• Write a program to implement the gradient descent optimization algorithm for logistic regression using matrices.
• Write a program to check if a matrix is a proper scoring rule based on its properties.
• Write a program to compute the distance between two points using the Manhattan distance.
• Write a program to implement the Gini impurity calculation for multi-class classification using matrices.
• Write a program to perform regression analysis using Ridge regression with matrix methods.
• Write a program to compute the Kullback-Leibler divergence between two probability distributions using matrices.
• Write a program to implement the k-modes clustering algorithm for categorical data using matrices.