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Solution Review: Mine vs. Rock Classifier

Explore the complete process of creating a binary classification model in Keras by specifying architecture, compiling with appropriate loss and optimizer, training with defined epochs and batch size, and evaluating model accuracy on the mine vs rock dataset. This lesson helps solidify your deep learning model-building skills.

Solution

Specify the model architecture

  • Initialize the model using the Sequential API.
Python 3.8
model = Sequential()
  • Add Dense layers:
    • Add the first hidden layer with 30 nodes and ...