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ABTestResults

shodh_memory::ab_testing

Struct ABTestResults 

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pub struct ABTestResults {
Show 14 fields
    pub test_id: String,
    pub is_significant: bool,
    pub confidence_level: f64,
    pub chi_squared: f64,
    pub p_value: f64,
    pub winner: Option<ABTestVariant>,
    pub relative_improvement: f64,
    pub control_ctr: f64,
    pub treatment_ctr: f64,
    pub control_success_rate: f64,
    pub treatment_success_rate: f64,
    pub confidence_interval: (f64, f64),
    pub recommendations: Vec<String>,
    pub analyzed_at: DateTime<Utc>,

}
Expand description

Results of statistical analysis

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§test_id: String

Test ID

§is_significant: bool

Whether the result is statistically significant

§confidence_level: f64

Confidence level achieved (1 - p-value)

§chi_squared: f64

Chi-squared statistic

§p_value: f64

P-value

§winner: Option<ABTestVariant>

Winning variant (if significant)

§relative_improvement: f64

Relative improvement of winner over loser

§control_ctr: f64

Control group CTR

§treatment_ctr: f64

Treatment group CTR

§control_success_rate: f64

Control group success rate

§treatment_success_rate: f64

Treatment group success rate

§confidence_interval: (f64, f64)

95% confidence interval for treatment effect

§recommendations: Vec<String>

Recommendations based on results

§analyzed_at: DateTime<Utc>

Analysis timestamp

Trait Implementations§

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impl Clone for ABTestResults

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fn clone(&self) -> ABTestResults

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 ABTestResults

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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 ABTestResults

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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 ABTestResults

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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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