Struct MLReadinessEvaluation 

pub struct MLReadinessEvaluation {
    pub features: Option<FeatureAnalysis>,
    pub labels: Option<LabelAnalysis>,
    pub splits: Option<SplitAnalysis>,
    pub graph: Option<GraphAnalysis>,
    pub overall_score: f64,
    pub passes: bool,
    pub issues: Vec<String>,
    pub failures: Vec<String>,
}

Combined ML-readiness evaluation results.

Fields

features: Option<FeatureAnalysis>

Feature distribution analysis.

labels: Option<LabelAnalysis>

Label quality analysis.

splits: Option<SplitAnalysis>

Train/test split analysis.

graph: Option<GraphAnalysis>

Graph structure analysis.

overall_score: f64

Overall ML-readiness score (0.0-1.0).

passes: bool

Whether data meets ML-readiness criteria.

issues: Vec<String>

ML-readiness issues found.

failures: Vec<String>

ML-readiness failures (alias for issues).

Implementations

impl MLReadinessEvaluation

pub fn new() -> Self

Create a new empty evaluation.

pub fn check_thresholds(&mut self, thresholds: &EvaluationThresholds)

Check all results against thresholds.

Trait Implementations

impl Clone for MLReadinessEvaluation

fn clone(&self) -> MLReadinessEvaluation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MLReadinessEvaluation

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

Formats the value using the given formatter.

impl Default for MLReadinessEvaluation

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MLReadinessEvaluation

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MLReadinessEvaluation

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

where __S: Serializer,

Serialize this value into the given Serde serializer.