More Problems

• Write a program to implement linear discriminant analysis (LDA) for dimensionality reduction using matrices.
• Write a program to calculate the mean and variance of predicted values in a regression model using matrices.
• Write a program to compute the joint probability distribution from a set of marginal distributions using matrices.
• Write a program to perform Principal Component Regression (PCR) using PCA results with matrices.
• Write a program to implement logistic regression using gradient descent and regularization with matrices.
• Write a program to check if a matrix is symmetric and compute its eigenvalues.
• Write a program to compute the AUC-ROC score for a classification model using a confusion matrix.
• Write a program to implement the support vector regression (SVR) using kernel methods with matrices.