The model.compile() method in Keras is used to compile a model by specifying the optimization algorithm, loss function, and evaluation metric. It returns the compiled Keras model.

Cell 17

model.compile(optimizer = 'adam', loss = 'categorical_crossentropy', metrics = 'accuracy' )

# Define the model compilation parameters
compilation_params = {
    'optimizer': 'adam',
    'loss': 'categorical_crossentropy',
   'metrics': 'accuracy',
}

# Compile the model with the defined parameters
model.compile(**compilation_params)

Model Compilation

Method

model.compile()

Parameters

• optimizer: the optimization algorithm to use (default: adam)
• loss: the loss function to use (default: categorical_crossentropy)
• metrics: the evaluation metric to use (default: accuracy)

Returns

Compiled Keras model