Archives for Classification Loss Function

06 Nov

Loss Functions in Deep Learning: An Overview

image-17374
image-17374

Neural Network uses optimising strategies like stochastic gradient descent to minimize the error in the algorithm. The way we actually compute this error is by using a Loss Function. It is used to quantify how good or bad the model is performing. These are divided into two categories i.e.Regression loss and Classification Loss.

The post Loss Functions in Deep Learning: An Overview appeared first on Analytics India Magazine.

06 Nov

Loss Functions in Deep Learning: An Overview

image-17375
image-17375

Neural Network uses optimising strategies like stochastic gradient descent to minimize the error in the algorithm. The way we actually compute this error is by using a Loss Function. It is used to quantify how good or bad the model is performing. These are divided into two categories i.e.Regression loss and Classification Loss.

The post Loss Functions in Deep Learning: An Overview appeared first on Analytics India Magazine.