Machine Learning, Artificial Intelligence, Regularization, Dropout Regularization, Overfitting.
complexity in the model is critical. Since the complexity of the model can not be directly inferred from the available training data, it is often impossible to stumble upon the right model complexity for training. This is where regularization comes into play making the complex model prone to