INNER CODE UNIT · Python

_MatrixSufficientStatistics

linzhiqiu/t2v_metrics · dataset.py:23

def _MatrixSufficientStatistics(
    x,
    y,
    epsilon: float,
    ) -> Tuple[int, int, int, int, int]:
    """Calculates tau sufficient statistics using matrices in NumPy.

    An absolute difference less than `epsilon` in x pairs is considered to be
    a tie.

    Args:
    x: Vector of numeric values.
    y: Vector of numeric values.
    epsilon: The threshold for which an absolute difference in x scores should
        be considered a tie.

    Returns:
    The number of concordant pairs, discordant pairs, pairs tied only in x,

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