Module application_tasks 

Application-specific evaluation tasks for embedding models

This module implements comprehensive evaluation metrics and benchmarks for real-world applications of knowledge graph embeddings including recommendation systems, search relevance, clustering performance, and classification accuracy.

Re-exports

pub use classification::ClassResults;

pub use classification::ClassificationEvaluator;

pub use classification::ClassificationMetric;

pub use classification::ClassificationReport;

pub use classification::ClassificationResults;

pub use classification::SimpleClassifier;

pub use clustering::ClusterAnalysis;

pub use clustering::ClusteringEvaluator;

pub use clustering::ClusteringMetric;

pub use clustering::ClusteringResults;

pub use clustering::ClusteringStabilityAnalysis;

pub use query_answering::ApplicationQueryAnsweringEvaluator;

pub use query_answering::ComplexityResults;

pub use query_answering::QueryAnsweringMetric;

pub use query_answering::QueryAnsweringResults;

pub use query_answering::QueryComplexity;

pub use query_answering::QueryResult;

pub use query_answering::QueryType;

pub use query_answering::QuestionAnswerPair;

pub use query_answering::ReasoningAnalysis;

pub use query_answering::TypeResults;

pub use recommendation::ABTestResults;

pub use recommendation::CoverageStats;

pub use recommendation::DiversityAnalysis;

pub use recommendation::InteractionType;

pub use recommendation::ItemMetadata;

pub use recommendation::RecommendationEvaluator;

pub use recommendation::RecommendationMetric;

pub use recommendation::RecommendationResults;

pub use recommendation::UserInteraction;

pub use recommendation::UserRecommendationResults;

pub use retrieval::DocumentMetadata;

pub use retrieval::RetrievalAnalysis;

pub use retrieval::RetrievalEvaluator;

pub use retrieval::RetrievalMetric;

pub use retrieval::RetrievalQuery;

pub use retrieval::RetrievalResults;

pub use search::QueryPerformanceAnalysis;

pub use search::QueryResults;

pub use search::RelevanceJudgment;

pub use search::SearchEffectivenessMetrics;

pub use search::SearchEvaluator;

pub use search::SearchMetric;

pub use search::SearchResults;

Modules

classification

Classification evaluation module

clustering

Clustering evaluation module

query_answering

Query answering evaluation module

recommendation

Recommendation system evaluation module

retrieval

Retrieval evaluation module

search

Search relevance evaluation module

Structs

ApplicationEvalConfig

Configuration for application evaluation

ApplicationEvalResults

Application evaluation results

ApplicationTaskEvaluator

Application-specific task evaluator