Struct EmbeddingReadinessAnalysis 

pub struct EmbeddingReadinessAnalysis {
    pub embedding_readiness_score: f64,
    pub effective_dimensionality: usize,
    pub total_dimensions: usize,
    pub contrastive_learning_viable: bool,
    pub min_class_count: usize,
    pub passes: bool,
    pub issues: Vec<String>,
}

Results of embedding readiness analysis.

Fields

embedding_readiness_score: f64

Overall embedding readiness score (0.0-1.0).

effective_dimensionality: usize

Number of dimensions needed to capture 95% of variance.

total_dimensions: usize

Total number of feature dimensions.

contrastive_learning_viable: bool

Whether contrastive learning is viable (min class count >= 2).

min_class_count: usize

Minimum number of samples in any class.

passes: bool

Whether the analysis passes all thresholds.

issues: Vec<String>

Issues found during analysis.

Trait Implementations

impl Clone for EmbeddingReadinessAnalysis

fn clone(&self) -> EmbeddingReadinessAnalysis

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EmbeddingReadinessAnalysis

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for EmbeddingReadinessAnalysis

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for EmbeddingReadinessAnalysis

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

where __S: Serializer,

Serialize this value into the given Serde serializer.