More Problems

• Write a program to implement the k-nearest neighbors algorithm for regression tasks using distance matrices.
• Write a program to perform model evaluation metrics using confusion matrices for binary classification.
• Write a program to compute the Gini impurity for a multi-class classification task using matrices.
• Write a program to implement the Bayesian regression model using matrix representations.
• Write a program to calculate the maximum likelihood estimates of parameters using matrices.
• Write a program to compute the total variation distance between two probability distributions using matrices.
• Write a program to implement hierarchical clustering using the single linkage method with matrices.
• Write a program to perform regression analysis with multiple independent variables using matrix operations.