AbstractSweeper 类

所有清理程序的基类。

继承

ABC

AbstractSweeper

构造函数

AbstractSweeper(sweeper_class: str, name: str, data_provider: Optional[azureml.automl.runtime.sampling.data_provider.DataProvider] = None, baseline: Optional[sklearn.pipeline.Pipeline] = None, experiment: Optional[sklearn.pipeline.Pipeline] = None, estimator: Optional[sklearn.base.BaseEstimator] = None, scorer: Optional[azureml.automl.runtime.scoring.abstract_scorer.AbstractScorer] = None, epsilon: float = 0.01, scale_epsilon: bool = True, include_baseline_features_in_experiment: bool = True, task: str = 'classification', use_cross_validation: bool = False, *args: Any, **kwargs: Any)

参数

sweeper_class

name

data_provider

默认值: None

baseline

默认值: None

experiment

默认值: None

estimator

默认值: None

scorer

默认值: None

epsilon

默认值: 0.01

scale_epsilon

默认值: True

include_baseline_features_in_experiment

默认值: True

task

默认值: classification

use_cross_validation

默认值: False

方法

sweep

如果试验比基线好，则扫描提供的参数并返回。

sweep

如果试验比基线好，则扫描提供的参数并返回。

abstract sweep(column: Optional[Union[str, List[str]]] = None, *args: Any, **kwargs: Any) -> bool

参数

column

默认值: None

要扫描的列集。

返回

要启用的转换列表。

属性

config

返回对象的字符串呈现。