The number of cross-validation folds for the search space.
Numbers smaller than 2 turn off cross-validation and
just perform evaluation on the training set.
(default: 2)
default: ["2"]
num-iterations
The number parameter settings that are tried (i.e., number of points in the search space are checked).
(default: 100)
default: ["100"]
num-slots
Number of execution slots.
(default 1 - i.e. no parallelism)
default: ["1"]
sample-size
The size (in percent) of the sample to search the inital space with.
(default: 100)
default: ["100.0"]
seed
The random seed
default: []
test-set
The (optional) test set to use for the search space.
Gets ignored if pointing to a file. Overrides cross-validation.
(default: .)