← Back
Optimization Lab
Experiment Details
Completed
StructuredAdaptive
Minutes Calibration Sprint 01 | Run 2 | 2026-03-24 15:03
Review experiment performance, inspect ranked challengers, and advance the best model
into validation or promotion workflows.
Status
Completed
Current lifecycle state of this optimization run.
Target Metric
MinutesMae
Primary ranking metric used to score challengers.
Candidates
6
Total challengers generated and evaluated for this experiment.
Base Model
structured-0010-0003
Champion baseline used to generate this experiment’s candidates.
Experiment Overview
High-level research context for the current run.
Target: MinutesMae
Mode: StructuredAdaptive
Research Goal
This run optimizes candidate models against MinutesMae,
then ranks challengers against the experiment scoring framework.
Execution Mode
Structured Adaptive run. Candidate generation is expected to emphasize local probes,
bounded interactions, and deterministic refinement around the active champion.
Experiment Notes
Automatic structured-adaptive search experiment
Decision Support
GovernanceInterpretation
Use this page to identify the strongest challenger, verify the metric profile, and then move
the model into validation before any final production promotion.
Best Practice
Promotion should remain exceptional. Even when a challenger wins this leaderboard,
validation against the champion should remain the default next step.
Candidate Quality Lens
Prefer challengers that improve the target metric without materially degrading adjacent signals
like spread, total, and box-score accuracy.
Structured Adaptive
Diagnostics
Lane: Minutes
Search Diagnostics
Diagnostic summary of how this structured search was generated and distributed across phases.
Requested: 6
Created: 6
StructuredAdaptive-v1
Probe Candidates
2
Single-parameter local probes around the active champion.
Pair Candidates
1
Paired interaction candidates generated from preferred lane combinations.
Refinement Candidates
3
Follow-up local refinement generated from promising probe seeds.
Other / Unclassified
0
Candidates that did not match a structured phase label.
Most-Touched Parameters
RollingMinutesWeight (6)
RelevanceMinutesWeight (1)
Top Pair Interactions
RelevanceMinutesWeight + RollingMinutesWeight (1)
Representative Search Notes
StructuredAdaptive candidate. Phase=Pair. Phase=Pair; Pair=RollingMinutesWeight+RelevanceMinutesWeight
StructuredAdaptive candidate. Phase=Refine. Phase=Refine; Seed=RollingMinutesWeight; Value=0.62
StructuredAdaptive candidate. Phase=Probe. Phase=Probe; Param=RollingMinutesWeight; Value=0.65
StructuredAdaptive candidate. Phase=Probe. Phase=Probe; Param=RollingMinutesWeight; Value=0.7
StructuredAdaptive candidate. Phase=Refine. Phase=Refine; Seed=RollingMinutesWeight; Value=0.73
Top Challenger
Target: MinutesMae
Official Winner
Winning Model
Highest-ranked candidate from this experiment based on the configured target metric.
Model Version
structured-0011-0003
Target Metric Value
11.58
Status
Completed
Promotion Posture
Validate first unless governance explicitly approves direct promotion.
Why This Candidate Matters
This challenger finished at the top of the current experiment leaderboard. Treat it as the leading
hypothesis generated by this run, not as an automatic production replacement.
Candidate Leaderboard
Ranked challenger results for this experiment, ordered by MinutesMae.
Target: MinutesMae
Mode: StructuredAdaptive
6 candidate(s)
Leaderboard Reading Guide
Rank is determined by the experiment target metric, but promotion decisions should also consider
secondary error metrics, parameter deltas, and subsequent validation performance.
| # | Model | Status | MinutesMae | Spread MAE | Total MAE | PRA MAE | Parameter Delta | Actions |
|---|---|---|---|---|---|---|---|---|
| 1 |
structured-0011-0003
Winning candidate
StructuredAdaptive candidate. Phase=Pair. Phase=Pair; Pair=RollingMinutesWeight+RelevanceMinutesWeight
|
Completed | 11.58 | 17.44 | 14.30 | 11.19 |
{"RelevanceMinutesWeight":"0.25","RollingMinutesWeight":"0.65"}
|
|
| 2 |
structured-0011-0006
StructuredAdaptive candidate. Phase=Refine. Phase=Refine; Seed=RollingMinutesWeight; Value=0.62
|
Completed | 11.63 | 17.44 | 14.30 | 11.25 |
{"RollingMinutesWeight":"0.62"}
|
|
| 3 |
structured-0011-0002
StructuredAdaptive candidate. Phase=Probe. Phase=Probe; Param=RollingMinutesWeight; Value=0.65
|
Completed | 11.69 | 17.44 | 14.30 | 11.34 |
{"RollingMinutesWeight":"0.65"}
|
|
| 4 |
structured-0011-0001
StructuredAdaptive candidate. Phase=Probe. Phase=Probe; Param=RollingMinutesWeight; Value=0.7
|
Completed | 11.79 | 17.44 | 14.30 | 11.47 |
{"RollingMinutesWeight":"0.7"}
|
|
| 5 |
structured-0011-0005
StructuredAdaptive candidate. Phase=Refine. Phase=Refine; Seed=RollingMinutesWeight; Value=0.73
|
Completed | 11.84 | 17.44 | 14.30 | 11.54 |
{"RollingMinutesWeight":"0.73"}
|
|
| 6 |
structured-0011-0004
StructuredAdaptive candidate. Phase=Refine. Phase=Refine; Seed=RollingMinutesWeight; Value=0.67
Execution failed at 2026-03-24T15:31:30.8943994Z: An error occurred while saving the entity changes. See the inner exception for details.
|
Failed | — | — | — | — |
{"RollingMinutesWeight":"0.67"}
|