1/29/2024 0 Comments Sklearn pca reduce columnssort_values() method of df to sort the DataFrame by the 'label' column, and print the result. Align the cluster labels with the list titles of article titles by creating a DataFrame df with labels and titles as columns. Fit the pipeline to the word-frequency array articles.Use the pipeline to cluster the Wikipedia articles.Ī solution to the previous exercise has been pre-loaded, so a Pipeline pipeline chaining TruncatedSVD with KMeans is available. It is now time to put our pipeline from the previous exercise to work! We are given an array articles of tf-idf word-frequencies of some popular Wikipedia articles, and a list titles of their titles. Create a pipeline called pipeline consisting of svd and kmeans.
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