While some AI techniques (such as expert systems) use other approaches, machine learning drives most of the field’s current progress by focusing on one thing: using algorithms to automatically improve ...

the gain of an attribute \(A\) is a good way to choose how to split examples in decision tree learning: the higher the gain, the better the question. there is much more to decision tree learning, ...

Machine learning can be supervised, unsupervised, or semi-supervised. ... Algorithms analyze market trends and historical data to forecast stock prices or assess credit risks.

A machine learning algorithm, Zestimate, positively impacts the U.S. housing market by reducing uncertainty and improving buyer-seller matches. It increases buyer surplus by 5.4% and seller ...