Video: Developing and Evaluating Anomaly Detection System

In the video, when explaining the Aircraft engines monitoring example, there is a mention of ‘tuning xj’ after cross-validation feedback. Timestamp 5:40. I didn’t follow what this meant. What does ‘tune xj’ specifically mean? xj refers to each example vector correct?

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I believe Andrew is referring to removing some features, or adding new ones.