performance-and-accuracy

Metadata

Status	done
Assigned	`agent-223`
Agent identity	`3184716484e6f0ea08bb13539daf07686ee79d440505f1fdf2de0357707034c3`
Created	2026-04-01T15:33:27.753762559+00:00
Started	2026-04-01T15:37:03.104140119+00:00
Completed	2026-04-01T15:41:32.283448629+00:00
Tags	`eval-scheduled`
Eval score	0.91
└ blocking impact	0.93
└ completeness	0.95
└ coordination overhead	0.91
└ correctness	0.92
└ downstream usability	0.87
└ efficiency	0.88
└ intent fidelity	0.89
└ style adherence	0.89

Description

Synthesize performance and accuracy comparisons from validation tests and benchmarks.

Scope

Analyze performance benchmarks from performance_benchmarks.R
Synthesize accuracy validation from enrichment_validation_tests.R
Compare copy-weighted vs standard ORA performance trade-offs
Document computational complexity and scalability
Output: copy_number_weighted_ora_performance_analysis.md

Validation

Benchmark results properly analyzed
Accuracy comparisons documented
Performance trade-offs clearly explained
Scalability considerations addressed
Computational complexity documented

Synthesize performance and accuracy comparisons from validation tests and benchmarks.

## Scope
- Analyze performance benchmarks from performance_benchmarks.R  
- Synthesize accuracy validation from enrichment_validation_tests.R
- Compare copy-weighted vs standard ORA performance trade-offs
- Document computational complexity and scalability
- Output: copy_number_weighted_ora_performance_analysis.md

## Validation
- [ ] Benchmark results properly analyzed
- [ ] Accuracy comparisons documented
- [ ] Performance trade-offs clearly explained
- [ ] Scalability considerations addressed
- [ ] Computational complexity documented

Depends on

Required by

done integration-and-final

Log

2026-04-01T15:35:24.289171167+00:00 Lightweight assignment: agent=Default Evaluator (31847164), exec_mode=full, context_scope=task, reason=Evaluator agent best suited for analytical synthesis task requiring careful comparison of performance benchmarks and accuracy validation metrics across ORA methods.
2026-04-01T15:37:03.104141601+00:00 Spawned by coordinator --executor claude --model claude-sonnet-4-20250514
2026-04-01T15:37:19.982778497+00:00 Starting performance and accuracy analysis - examining benchmark and validation files
2026-04-01T15:38:14.267314615+00:00 Found benchmark R scripts and result files - analyzing performance and validation data
2026-04-01T15:39:07.804960799+00:00 Analyzed benchmark results and validation reports - synthesizing comprehensive performance and accuracy analysis
2026-04-01T15:40:45.290434686+00:00 Validated task completion: ✅ Benchmark results analyzed (3 scales, speedup factors documented) ✅ Accuracy comparisons documented (Type I error, FDR control, power analysis) ✅ Performance trade-offs explained (computational gains vs statistical validity) ✅ Scalability addressed (sub-linear vs near-linear scaling) ✅ Complexity documented (time/space complexity analysis)
2026-04-01T15:41:24.412745769+00:00 Committed: efa7554 — pushed to remote
2026-04-01T15:41:32.283452075+00:00 Task marked as done