evalml.data_checks.DataCheckMessageCode¶

class evalml.data_checks.DataCheckMessageCode(value)[source]¶

Enum for data check message code.

Attributes

`CLASS_IMBALANCE_BELOW_FOLDS`	Message code for when the number of values for each target is below 2 * number of CV folds.
`CLASS_IMBALANCE_BELOW_THRESHOLD`	Message code for when balance in classes is less than the threshold.
`HAS_ID_COLUMN`	Message code for data that has ID columns.
`HAS_OUTLIERS`	Message code for when outliers are detected.
`HIGHLY_NULL`	Message code for highly null columns.
`HIGH_VARIANCE`	Message code for when high variance is detected for cross-validation.
`IS_MULTICOLLINEAR`	Message code for when data is potentially multicollinear.
`NO_VARIANCE`	Message code for when data has no variance (1 unique value).
`NO_VARIANCE_WITH_NULL`	Message code for when data has one unique value and NaN values.
`TARGET_BINARY_INVALID_VALUES`	Message code for target data for a binary classification problem with numerical values not equal to {0, 1}.
`TARGET_BINARY_NOT_TWO_UNIQUE_VALUES`	Message code for target data for a binary classification problem that does not have two unique values.
`TARGET_HAS_NULL`	Message code for target data that has null values.
`TARGET_LEAKAGE`	Message code for when target leakage is detected.
`TARGET_UNSUPPORTED_TYPE`	Message code for target data that is of an unsupported type.