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model architecture. from keras.utils import to_categorical: This statement imports a utility function from Keras to convert class vectors to one-hot encoded format, which is often used for multi-class classification tasks. Class Weights: class_weights = {0: 1, 1: 3, 2: 3}: This dictionary defines