Improve speed of accuracy and consistency estimation

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Description

This issue does not include a description.

Contributor guide

Research direction

Profile the current accuracy and consistency estimation functions to identify bottlenecks and optimize the algorithm or data structures used.

Tech stack

None

Domain

machine learning

Issue type

Performance

DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.

3

Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.

Half day

Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.

Active

ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.

Needs investigation

Prerequisites

None

Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.

50