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Chapter 14
The ANALYZE tab (see Figure 11) gives the opportunity to inspect the dataset with
several metrics such as feature names, type, missing values, distinct values, invalid
values, correlation with the target, mean, and standard deviation:
Figure 11: AutoML Tables: inspecting the dataset
It is now time to train the model by using the TRAIN tab (see Figure 12). In this
example, we accept 1 hour as our training budget. During this time, you can go
and take a coffee while AutoML works on your behalf (see Figure 13). The training
budget is a number between 1 and 72 for the maximum number of node hours to
spend training your model.
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