2min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Chronos: Learning the Language of Time Series with Abdul Fatir Ansari - #685

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Evaluation Setup and Overfitting Risks in Time Series Modeling

This chapter explores the setup for evaluating time series data, emphasizing the importance of selecting appropriate splitting points to prevent data leakage. It also addresses risks of overfitting and the need for consistency in evaluation methods across different datasets.

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