More Problems

• Write a program to compute the area under the ROC curve (AUC) using a confusion matrix.
• Write a program to implement the local outlier factor (LOF) algorithm for anomaly detection using matrices.
• Write a program to calculate the root mean square error (RMSE) using matrices for regression evaluation.
• Write a program to perform linear programming using the Simplex method with matrices.
• Write a program to compute the pairwise cosine similarity matrix for a dataset.
• Write a program to implement the Gini impurity calculation for a classification task.
• Write a program to check if a matrix is a proper scoring rule based on its properties.
• Write a program to compute the mutual information between two variables using matrices.