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scorebook.utils.mappers

Utility functions for mapping and converting data types in Scorebook.

to_binary​

def to_binary(value: Any) -> int

Transform various input types to binary (0/1) classification value.

to_binary_classification​

def to_binary_classification(prediction: Any,
                             reference: Any) -> ClassificationResult

Determine classification result based on prediction and reference values.

Arguments:

  • prediction - Predicted value (will be converted to binary)
  • reference - Reference/true value (will be converted to binary)

Returns:

Classification result as one of: "true_positive", "false_positive", "true_negative", "false_negative"