Closed sebffischer closed 2 years ago
> yahpogym::list_benchmarks() Key Instances Cat. HP Cont. HP Targets lcbench OpenML_task_id 1 8 6 fcnet task 4 8 4 nb301 dataset 35 1 2 rbv2_svm task_id 3 6 6 rbv2_ranger task_id 4 7 6 rbv2_rpart task_id 2 6 6 rbv2_glmnet task_id 2 4 6 rbv2_xgboost task_id 3 14 6 rbv2_aknn task_id 3 6 6 rbv2_super task_id 8 33 6 iaml_ranger task_id 4 6 12 iaml_rpart task_id 1 5 12 iaml_glmnet task_id 1 3 12 iaml_xgboost task_id 2 13 12 iaml_super task_id 6 24 12
However LC Bench has these (7) hyperparameters (none of which is categorical) batch size, learning rate, max dropout, max units, momentum, num layers, weight decay
cat was an error, cont is 7 + 1 fideliy hp (epoch). should be clearer now.
A better overview can be obtained from here from now on: https://pfistfl.github.io/yahpo_gym/scenarios.html
However LC Bench has these (7) hyperparameters (none of which is categorical) batch size, learning rate, max dropout, max units, momentum, num layers, weight decay