Outrageously Funny Word Dictionary :: Unregularized

👉 Unregularized refers to a method of optimization in machine learning where the model parameters are not exactly learned from the data, but rather they are estimated using random sampling or Monte Carlo integration. This approach allows for more flexibility in how the model is trained and can lead to better generalization and stability of the model's predictions. In other words, unregularized models do not explicitly learn the function that maps inputs to outputs, but instead estimate it based on a set of data points.

unregularized