Building a Spam Filter with a Large Labeled Message Set

Text Content Analysis as a Spam-Filtering Direction

Using Mail Routing Metadata for Spam Detection

What lesson does the fraud-detection example highlight about starting a new ML project?

Choosing an Initial Direction for a Spam Filter

Andrew Ng says it is even _____ to pick a first direction for a new ML project when you do not know the domain well.

Match each way to improve an email-filtering system with the kind of information it mainly uses.

Order the steps for choosing and improving a first version of a fraud-detection system.

Why is a team lead’s admission that choosing the first model for a document classifier is hard educationally useful?

Is the best starting point for a new ML project always obvious to experienced practitioners?

Choosing among early project directions

Match each statement about making an initial choice in a new ML project to its practical meaning.

Why a Fast Baseline Can Be Better Than Waiting for the Perfect Plan

Why the First Spam-Filtering Strategy Is Hard to Pick

Judging the Best First Path for an Email Spam Filter

Domain Familiarity and Choosing a First Modeling Direction