1. Learn
    2. /
  2. Courses
    3. /
  3. Supervised Learning with scikit-learn
Connected

Exercise

Pipeline for song genre prediction: II

Having set up the steps of the pipeline in the previous exercise, you will now use it on the music_df dataset to classify the genre of songs. What makes pipelines so incredibly useful is the simple interface that they provide.

X_train, X_test, y_train, and y_test have been preloaded for you, and confusion_matrix has been imported from sklearn.metrics.

Instructions

100 XP
  • Create a pipeline using the steps you previously defined.
  • Fit the pipeline to the training data.
  • Make predictions on the test set.
  • Calculate and print the confusion matrix.