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NERSignificanceTest

anno_eval::eval::analysis

Struct NERSignificanceTest 

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pub struct NERSignificanceTest {
    pub system_a: String,
    pub system_b: String,
    pub mean_a: f64,
    pub mean_b: f64,
    pub difference: f64,
    pub std_error: f64,
    pub t_statistic: f64,
    pub p_value: f64,
    pub n: usize,
    pub significant_05: bool,
    pub significant_01: bool,
}
Expand description

Result of paired significance test for NER systems.

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§system_a: String

System A name

§system_b: String

System B name

§mean_a: f64

System A mean F1

§mean_b: f64

System B mean F1

§difference: f64

Difference (A - B)

§std_error: f64

Standard error of difference

§t_statistic: f64

t-statistic

§p_value: f64

p-value (two-tailed)

§n: usize

Number of test cases

§significant_05: bool

Significant at p < 0.05?

§significant_01: bool

Significant at p < 0.01?

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impl NERSignificanceTest

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pub fn paired_t_test( system_a: &str, scores_a: &[f64], system_b: &str, scores_b: &[f64], ) -> Self

Perform paired t-test on F1 scores.

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impl Clone for NERSignificanceTest

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fn clone(&self) -> NERSignificanceTest

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for NERSignificanceTest

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Display for NERSignificanceTest

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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