More Problems

• Write a program to implement the K-nearest neighbors algorithm using KD-trees for efficient searching.
• Write a program to compute the support vector regression (SVR) using kernel methods.
• Write a program to calculate the confusion matrix for multi-class classification using matrices.
• Write a program to implement the Kalman filter for estimating the state of a dynamic system using matrices.
• Write a program to check if a matrix is an idempotent matrix (A² = A).
• Write a program to perform time series forecasting using ARIMA and GARCH models with matrices.
• Write a program to compute the leverage scores from a linear regression model using matrices.
• Write a program to implement the Expectation-Maximization (EM) algorithm for Gaussian Mixture Models.