More Problems

• Write a program to perform spectral clustering on a dataset using a similarity matrix.
• Write a program to calculate the expected log-likelihood of a dataset given a matrix representation.
• Write a program to compute the variance inflation factor (VIF) for each feature in a regression model.
• Write a program to perform hierarchical clustering and compute the silhouette score using matrices.
• Write a program to calculate the area under the curve (AUC) using a ROC curve derived from a confusion matrix.
• Write a program to implement the k-nearest neighbors (KNN) algorithm for binary classification using distance matrices.
• Write a program to compute the uncertainty of a dataset using entropy and matrices.
• Write a program to check if a matrix is irreducible and aperiodic.