Module eval 

IR evaluation metrics, TREC parsing, batch evaluation, statistical testing. IR evaluation metrics, TREC parsing, batch evaluation, statistical testing.

• Binary relevance: Precision, Recall, MRR, NDCG, AP, ERR, RBP, F-measure
• Graded relevance: NDCG and MAP with multi-level relevance
• TREC format: Load and parse run files and qrels
• Batch evaluation: Process multiple queries at once
• Statistical testing: Paired t-test, confidence intervals, Cohen’s d
• Export: CSV and JSON output

Re-exports

pub use batch::evaluate_batch_binary;

pub use batch::evaluate_trec_batch;

pub use batch::BatchResults;

pub use batch::QueryResults;

pub use binary::DegradationMetrics;

pub use export::export_to_csv;

pub use statistics::cohens_d;

pub use statistics::confidence_interval;

pub use statistics::paired_t_test;

pub use statistics::TTestResult;

pub use trec::group_qrels_by_query;

pub use trec::group_runs_by_query;

pub use trec::load_qrels;

pub use trec::load_trec_runs;

pub use trec::Qrel;

pub use trec::TrecRun;

pub use validation::validate_beta;

pub use validation::validate_metric_inputs;

pub use validation::validate_persistence;

pub use validation::ValidationError;

pub use binary::Metrics;

pub use export::export_to_json;

Modules

batch

Batch evaluation utilities for processing multiple queries.

binary

Binary relevance IR evaluation metrics.

export

Export utilities for evaluation results (CSV, JSON).

graded

Graded relevance IR evaluation metrics.

statistics

Statistical testing utilities for evaluation results.

trec

TREC format parsing utilities.

validation

Input validation utilities for metrics and evaluation.