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Model Output

Explore how to finalize a Keras sequential model for multiclass classification by adding output layers with softmax activation. Understand the difference between logits and probabilities, and learn to properly configure model outputs to produce class probabilities directly, enabling effective use of cross-entropy loss functions.

Chapter Goals:

  • Add the final layers to the MLP for multiclass classification

A. Final layer activation

In the Intro to Deep Learning section, we built the MLP classification models such that each model produced ...