benchopt / benchopt/benchmark_bci

[EHN] the benchmark results are fluctuating in different executions

Open
#41 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
19
Forks
8
PR merge metrics
No merged PRs in 30d

Description

It's not much, and it doesn't affect the rank, but this fluctuation should be eliminated/controlled.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by running the benchmark repeatedly and comparing the reported results across executions. Inspect the benchmark configuration and execution path for sources of nondeterminism; done means repeated runs produce controlled, consistent results without changing the ranking.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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