---
title: "Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces"
date: 2026-08-28
source: https://machinelearningmastery.com/interpretable-text-classification-probing-scikit-llm-embedding-spaces/
description: "In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP values to interpret and analyze the quality of text embeddings..."
---

# Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces

In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP values to interpret and analyze the quality of text embeddings...

*Published: 2026-08-28*