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performance-benchmarking-parameter

Performance benchmarking: parameter weighting vs instance expansion

Metadata

Statusdone
Assignedagent-336
Agent identity3184716484e6f0ea08bb13539daf07686ee79d440505f1fdf2de0357707034c3
Created2026-04-01T18:15:48.011228282+00:00
Started2026-04-01T18:16:28.898846624+00:00
Completed2026-04-01T18:23:02.713752445+00:00
Tagseval-scheduled
Eval score0.94
└ blocking impact0.95
└ completeness0.98
└ coordination overhead0.98
└ correctness1.00
└ downstream usability0.90
└ efficiency0.90
└ intent fidelity0.98
└ style adherence0.95

Description

Compare computational efficiency of parameter weighting approach vs naive instance expansion.

Scope

  • Implement instance expansion baseline for comparison
  • Benchmark both approaches with varying dataset sizes
  • Measure memory usage and execution time
  • Validate identical statistical results between approaches

Expected Output

  • Performance benchmark script
  • Timing and memory usage results
  • Scalability analysis report

Files to build on

  • copy_number_phyper_mapping.R (parameter weighting implementation)
  • Create instance expansion baseline for comparison

Depends on

Required by

Log