Laplacian matrix

Question

Laplacian matrix

Serendipity-LC opened this issue 4 years ago · 4 comments

Hi! Why do we need to use all the node data (2707 nodes) when constructing the Laplacian matrix instead of just the training set data?

benedekrozemberczki commented 4 years ago

??

Answer 1 · 2021-01-30T14:16:00.000Z

Hi! Why do we need to use all the node data (2707 nodes) when constructing the Laplacian matrix instead of just the training set data?

If we do this, do we use the node features of the validation set and test set during the training process?

Answer 2 · 2021-02-01T11:17:30.000Z

This is semi supervised.

Answer 3 · 2021-02-02T12:47:02.000Z

Please read about semisupervised learning.

…

On Tue, 2 Feb 2021, 12:41 chenjiakun, ***@***.***> wrote: This is semi supervised. I know this, but why are the features of the test set used during model training? — You are receiving this because you modified the open/close state. Reply to this email directly, view it on GitHub <#8 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AEETMF5NH5UFGIVZIQYQ35DS47XG7ANCNFSM4VJEGFBQ> .