Class Rouge (1.144.0)

1.144.0 (latest) 1.143.0 1.142.0 1.141.0 1.140.0 1.139.0 1.138.0 1.137.0 1.136.0 1.135.0 1.134.0 1.133.0 1.132.0 1.131.0 1.130.0 1.129.0 1.122.0 1.121.0 1.120.0 1.119.0 1.118.0 1.117.0 1.95.1 1.94.0 1.93.1 1.92.0 1.91.0 1.90.0 1.89.0 1.88.0 1.87.0 1.86.0 1.85.0 1.84.0 1.83.0 1.82.0 1.81.0 1.80.0 1.79.0 1.78.0 1.77.0 1.76.0 1.75.0 1.74.0 1.73.0 1.72.0 1.71.1 1.70.0 1.69.0 1.68.0 1.67.1 1.66.0 1.65.0 1.63.0 1.62.0 1.60.0 1.59.0

Rouge(
    *,
    rouge_type: typing.Literal[
        "rouge1",
        "rouge2",
        "rouge3",
        "rouge4",
        "rouge5",
        "rouge6",
        "rouge7",
        "rouge8",
        "rouge9",
        "rougeL",
        "rougeLsum",
    ],
    use_stemmer: bool = False,
    split_summaries: bool = False
)

The ROUGE Metric.

Calculates the recall of n-grams in prediction as compared to reference and returns a score ranging between 0 and 1. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.

Methods

Rouge

Rouge(
    *,
    rouge_type: typing.Literal[
        "rouge1",
        "rouge2",
        "rouge3",
        "rouge4",
        "rouge5",
        "rouge6",
        "rouge7",
        "rouge8",
        "rouge9",
        "rougeL",
        "rougeLsum",
    ],
    use_stemmer: bool = False,
    split_summaries: bool = False
)

Initializes the ROUGE metric.