Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076
Adventures in Machine Learning
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Is There a Problem With Those Summary Statistics?
A lot of data scientists think accuracy is this holy grail metric, and they don't stop to think about what it actually represents. A mean is a lot more sensitive to outliers than a median, for instance. And so if underfitting or under predicting is an issue in your space, it's really important to think about that.
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