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Topic: Matrix Manipulation Problem / Level: intermediate
Problem:
Write a program to implement the Random Forest algorithm using matrices for feature representation.
More Problems
Write a program to compute the root mean square error (RMSE) between two matrices.
Write a program to check if a matrix can be factorized into lower and upper triangular matrices.
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.
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