Skip to content

Not getting validation rmse below 0.95 with MovieLens 100k #46

Description

@saj1919

Hi,
I am trying out different algos with Movielens 100k (ua.base and ua.test).
But best rmse I could find is biassgd

./toolkits/collaborative_filtering/biassgd --training=movielense.train --validation=movielense.test --biassgd_lambda=0.25 --biassgd_gamma=0.10 --minval=1 --maxval=5 --max_iter=100 --quiet=1

Iteration: 99 Training RMSE: 0.906892 Validation RMSE: 0.955748

Can you post best some best tunings ... as I have seen some here http://mymedialite.net/examples/datasets.html but could not translate them directly here.

Also, how to control number of latent features (hidden layer size in case of RBM) ?

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions