Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly interpretable predictions, but there are also trade-off cons. The goal ...

A decision tree is a machine learning technique that can be used for binary classification or multi-class classification. A binary classification problem is one where the goal is to predict the value ...

The inherent flaw in this approach is that the outcomes are expressed as expected, i.e., average, values, often based on subjective probabilities. The good news is that with recent advances in data ...