Struct DataDriftReport 

pub struct DataDriftReport {
    pub drift_detected: bool,
    pub drift_score: f64,
    pub drift_threshold: f64,
    pub affected_features: Vec<String>,
    pub drift_statistics: HashMap<String, f64>,
    pub drift_type: String,
    pub detection_method: String,
    pub confidence_level: f64,
    pub timestamp: String,
}

Data drift detection result

Fields

drift_detected: bool

drift_score: f64

drift_threshold: f64

affected_features: Vec<String>

drift_statistics: HashMap<String, f64>

drift_type: String

detection_method: String

confidence_level: f64

timestamp: String

Implementations

impl DataDriftReport

pub fn new() -> Self

Create a new drift report

pub fn add_feature_drift(&mut self, feature_name: String, drift_statistic: f64)

Add drift detection for a feature

pub fn calculate_overall_drift(&mut self)

Calculate overall drift score

Trait Implementations

impl Clone for DataDriftReport

fn clone(&self) -> DataDriftReport

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataDriftReport

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

Formats the value using the given formatter.

impl Default for DataDriftReport

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DataDriftReport

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DataDriftReport

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

where __S: Serializer,

Serialize this value into the given Serde serializer.