An innovative algorithm called Spectral Expansion Tree Search helps autonomous robotic systems make optimal choices on the move. In 2018, Google DeepMind's AlphaZero program taught itself the ...

How AI Provides Decision-Making Insights. ML algorithms form the backbone of AI's ability to transform data into actionable insights. For businesses, mastering these algorithms is key to unlocking ...

The Data Science Lab. Multi-Class Classification Using a scikit Decision Tree. Decision trees are useful for relatively small datasets that have a relatively simple underlying structure, and when the ...

The Data Science Lab. Binary Classification Using a scikit Decision Tree. Dr. James McCaffrey of Microsoft Research says decision trees are useful for relatively small datasets and when the trained ...

The first job for many artificial intelligence (AI) algorithms is to examine the data and find the best classification. An autonomous car, for example, may take an image of a street sign; the ...

Different decision tree algorithms. All the decision tree algorithms are based on extracting features from the data that can give the highest information gain. But as every updated version has some ...

Example of a Bayesian Decision Tree for a 2-categories example in ℝ 2. On the left: the data set is displayed three times. The first layer corresponds to the data set before any split. The second ...