Forecasting is a fundamentally new capability that is missing from the current purview of generative AI. Here's how Kumo is changing that.

A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF income < 28.0 AND education >= 14.0 THEN politicalParty = 2." Using a decision tree classifier ...

That said, every problem scenario is different, and many decision tree models predict very well. Using the Decision Tree Model After the decision tree model has been evaluated, the demo concludes by ...

Even the timing of push and email notification strategies can be adjusted depending on churn prediction model scoring. Marketers still need to test and learn to find the incrementality sweet spot. For ...

Compared with other machine learning methods, it is more easily interpreted and requires little data preprocessing. In this paper, we employ a gradient-boosting decision-tree (GBDT) method to improve ...