Machine Learning & Artificial Intelligence Basics In a random forest, the machine learning algorithm predicts a value or category by combining the results from a number of decision trees. Classical, or "non-deep," machine learning is more dependent on human intervention to learn. Human experts determine the set of features to understand the differences between data inputs, [...]