I just started to learn on ANN and tried to experiment on my own on a Linear Regression. I got a dataset which had housing prices for a city. Tried going through this but my model gives me a huge loss. Am stuck at two issues and how do I resolve them?

Issue 1 - The column location has Location data. How do I go about Normalizing it? I tried using OneHotEncoder but get a huge array with many indices.

Issue 2 - How do I resolve my loss? Do I need to increase the number of hidden layers or type of activation function?

The code can be found here. The dataset is also visible in the gist.


Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Browse other questions tagged or ask your own question.