2min chapter

Data Skeptic cover image

Explainable K-Means

Data Skeptic

CHAPTER

Clustering - Is There Any Concern That the Decision Tree Couldn't Explain?

If you limit the depth of the decision tree, that is absolutely possible. So in practice, if we want to explain, we need to limit the number of questions. And now what we are doing with this new paper as we are asking, o is that enough? And can we do better without losing a lot in terms of partitiona quality?

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