Contents

columnSubsample

Subsample ratio of the columns in each iteration of tree construction.

Declaration

var columnSubsample: Double

Discussion

Like row subsample, this can also help prevent model overfitting. Setting this to a value of 0.5 results in the model randomly sampling half of the columns to grow each tree. Must be in the range (0, 1).

See Also

Inspecting the configuration