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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to implement the k-means clustering algorithm with random initialization using matrices.
More Problems
Write a program to compute the confusion matrix for evaluating multi-class classification tasks using matrices.
Write a program to perform Bayesian inference using conjugate priors and matrix representations.
Write a program to compute the coefficients of a linear regression model using the normal equation with matrices.
Write a program to check if a matrix is weakly connected in a directed graph.
Write a program to implement the random forest algorithm for regression tasks using matrices.
Write a program to calculate the area under the ROC curve (AUC) for a classification model using matrices.
Write a program to perform feature selection using statistical tests with matrices.
Write a program to compute the precision-recall curve for evaluating a classification model using matrices.
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