# Active Learning Algorithms ### **PASSIVE AGGRESSIVE CLASSIFIER** 1. [**The Passive Aggressive**](https://www.quora.com/Classification-machine-learning-What-is-an-intuitive-explanation-of-the-Passive-Aggressive-classifier) **(PA) algorithm is perfect for classifying massive streams of data (e.g. Twitter). It's easy to implement and very fast, but does not provide global guarantees like the support-vector machine (SVM).** 2. [**Youtube, seems like active learning in stream..?**](https://www.youtube.com/watch?v=TJU8NfDdqNQ) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://www.mlcompendium.com/machine-learning/active-learning-algorithms.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.