Cross validation folds - Githubissues

srlearn / datasets

srlearn-compatible relational datasets

https://srlearn.github.io/relational-datasets/

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Cross validation folds #2

Open hayesall opened 3 years ago

hayesall commented 3 years ago

Cross validation folds are missing. They should be retrieved and added, perhaps under respective subfolders.

[x] webkb
[x] cora
[x] citeseer
[ ] imdb
[x] uwcse

Instances in Boston Housing should be split pretty easily. Keep the main fold for now, but when I work on propositional dataset handling in the future, it could be interesting to provide a case where CV folds can be created for it.

hayesall commented 3 years ago

imdb needs attention.

starling web page points to female_gender as the target predicate
walk-er imdb used the worked_under version, and includes the code for generating negative examples
RRBM-Tensorflow imdb also uses the worked_under version, but uses an alternative style and it's unclear where the negative examples came from.