iaml_ranger

class IAMLrangerConfig
dataclass

Bases: IAMLConfig

def validate()

Validate this config.

Source code in src/mfpbench/yahpo/benchmarks/iaml/iaml_ranger.py

@no_type_check
def validate(self) -> None:
    """Validate this config."""
    assert 1 <= self.min__node__size <= 100
    assert 0 <= self.mtry__power <= 1
    assert 1 <= self.num__trees <= 2000
    assert self.respect__unordered__factors in [
        "ignore",
        "order",
        "partition",
    ]
    assert 0.1 <= self.sample__fraction <= 1.0
    assert self.splitrule in ["gini", "extratrees"]

    if self.num__random__splits is not None:
        assert self.splitrule == "extratrees"
        assert 1 <= self.num__random__splits <= 100