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AbTestResult

oxirs_embed::evaluation::ab_test

Struct AbTestResult 

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pub struct AbTestResult {
Show 13 fields
    pub model_a: String,
    pub model_b: String,
    pub metric: EmbedMetric,
    pub p_value: f64,
    pub effect_size: f64,
    pub is_significant: bool,
    pub alpha: f64,
    pub winner: Option<String>,
    pub mean_a: f64,
    pub mean_b: f64,
    pub ci_a: (f64, f64),
    pub ci_b: (f64, f64),
    pub test_used: StatTest,

}
Expand description

Result of an A/B test comparing two embedding models

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§model_a: String

Identifier of model A

§model_b: String

Identifier of model B

§metric: EmbedMetric

Metric being compared

§p_value: f64

p-value from the statistical test

§effect_size: f64

Effect size (Cohen’s d): magnitude of the difference

§is_significant: bool

Whether the result is statistically significant (p_value < alpha)

§alpha: f64

Significance level used

§winner: Option<String>

The winning model (None if result is not significant)

§mean_a: f64

Mean score for model A

§mean_b: f64

Mean score for model B

§ci_a: (f64, f64)

95% confidence interval for model A mean

§ci_b: (f64, f64)

95% confidence interval for model B mean

§test_used: StatTest

Which statistical test was used

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impl AbTestResult

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pub fn summary(&self) -> String

Returns a human-readable summary of the test result

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impl Clone for AbTestResult

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fn clone(&self) -> AbTestResult

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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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<'de> Deserialize<'de> for AbTestResult

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for AbTestResult

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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