ColumnsInfo

class ColumnsInfo

Return the role and logical type of each column.

Parameters

n_top_columnsint , optional

amount of columns to show ordered by feature importance (date, index, label are first)

__init__(n_top_columns: int = 10)

__new__(*args, **kwargs)

Methods

ColumnsInfo.add_condition(name, ...)	Add new condition function to the check.
ColumnsInfo.clean_conditions()	Remove all conditions from this check instance.
ColumnsInfo.conditions_decision(result)	Run conditions on given result.
ColumnsInfo.name()	Name of class in split camel case.
ColumnsInfo.params([show_defaults])	Return parameters to show when printing the check.
ColumnsInfo.remove_condition(index)	Remove given condition by index.
ColumnsInfo.run(dataset[, model])	Run check.
ColumnsInfo.run_logic(context[, dataset_type])	Run check.

Example

ColumnsInfo Example Notebook

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ModelInfo.run_logic

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ColumnsInfo.add_condition