> ## Documentation Index
> Fetch the complete documentation index at: https://docs.goodfire.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Decision Trees

> Use features to label data and build decision trees

By inspecting feature activations on labelled datasets, we can build highly accurate and interpretable decision trees for classification tasks.

In this example, we classify financial news into positive and negative sentiments by building a decision tree.

<a href="https://colab.research.google.com/drive/1DdmJRZaj4fUI5XPGMrJNzNAeOC0jQyW6" target="_blank">
  <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open in Colab" width="200px" style={{ pointerEvents: "none" }} />
</a>
