Struct StatisticalModel 

pub struct StatisticalModel;

Statistical model for forecasting

Implementations

impl StatisticalModel

pub fn new() -> Self

Create a new statistical model

pub fn calculate_statistics( &self, analysis: &PatternAnalysis, workspace_id: Option<String>, service_id: Option<String>, service_name: Option<String>, endpoint: Option<String>, method: Option<String>, ) -> ForecastStatistics

Calculate forecast statistics from pattern analysis

pub fn predict_change_probability( &self, analysis: &PatternAnalysis, forecast_window_days: u32, ) -> f64

Predict probability of change in next N days

pub fn predict_break_probability( &self, analysis: &PatternAnalysis, forecast_window_days: u32, ) -> f64

Predict probability of breaking change

pub fn predict_next_change_date( &self, analysis: &PatternAnalysis, ) -> Option<DateTime<Utc>>

Predict next expected change date

pub fn predict_next_break_date( &self, analysis: &PatternAnalysis, ) -> Option<DateTime<Utc>>

Predict next expected breaking change date

pub fn calculate_confidence( &self, analysis: &PatternAnalysis, min_incidents: usize, ) -> f64

Calculate forecast confidence

Trait Implementations

impl Default for StatisticalModel

fn default() -> Self

Returns the “default value” for a type.