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Chapter 11: Classification

We’ll use the machine learning technique, classification, to make predictions in a test dataset after teaching the algorithm the patterns in our training dataset. There are many applications of classification in Earth Science. We’ll explore a few geologic and land-use examples.

  • Classification

  • Structural geology - folds

  • Land use - anthropogeomorphology

  • Basaltic sources