BaseDataContext 类

输入原始数据和输出转换数据的数据上下文基类。

继承

builtins.object

BaseDataContext

构造函数

BaseDataContext(X, y=None, X_valid=None, y_valid=None, sample_weight=None, sample_weight_valid=None, x_raw_column_names=None, cv_splits_indices=None, num_cv_folds=None, n_step=None, validation_size=None, training_data=None, label_column_name=None, weight_column_name=None, cv_split_column_names=None, validation_data=None, X_raw_cleaned=None, y_raw_cleaned=None, X_valid_raw_cleaned=None, y_valid_raw_cleaned=None, data_snapshot_str='', data_snapshot_str_with_quantiles='', output_data_snapshot_str_with_quantiles='')

参数

X

y

默认值: None

X_valid

默认值: None

y_valid

默认值: None

sample_weight

默认值: None

sample_weight_valid

默认值: None

x_raw_column_names

默认值: None

cv_splits_indices

默认值: None

num_cv_folds

默认值: None

n_step

默认值: None

validation_size

默认值: None

training_data

默认值: None

label_column_name

默认值: None

weight_column_name

默认值: None

cv_split_column_names

默认值: None

validation_data

默认值: None

X_raw_cleaned

默认值: None

y_raw_cleaned

默认值: None

X_valid_raw_cleaned

默认值: None

y_valid_raw_cleaned

默认值: None

data_snapshot_str

data_snapshot_str_with_quantiles

output_data_snapshot_str_with_quantiles