Which type of machine learning model can be trained using the Support Vector Machine algorithm?

When using the classification report from sklearn.metrics to evaluate the performance of your model, what does the F1-Score metric provide?

The Precision and Recall metrics are derived from four possible prediction outcomes.

If the predicted label is 1, but the actual label is 0, what would the outcome be?

In multiclass classification, what are the two ways in which you can approach a problem?

Hierarchical clustering creates clusters using two methods.

Which are those two methods?

To which kind of machine learning can the K-Means clustering algorithm be associated with?

You are using scikit-learn library to train a K-Means clustering model that groups observations into four clusters. How should you create the K-Means object?