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Aye10032 Top5 Error Rate

ASecurity

Compute Aye10032/top5_error_rate via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of Aye10032/top5_error_rate.

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  • Added September 11, 2026
developmentpython

Security analysis

A100/100

Scanned September 11, 2026

npx -y skills add qhjqhj00/research-skills-pool --skill aye10032-top5-error-rate --agent claude-code

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SKILL.md
---
name: aye10032-top5-error-rate
description: Compute Aye10032/top5_error_rate via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of Aye10032/top5_error_rate.
metadata:
  skill_kind: metric
  source_lib: huggingface-evaluate
  hf_module: Aye10032/top5_error_rate
  source: library_introspection
---

# aye10032-top5-error-rate

> Metric `Aye10032/top5_error_rate` from the HuggingFace `evaluate` library.

## When to invoke

User asks to compute `Aye10032/top5_error_rate` or wants HF evaluate's canonical version.

## Recipe

```python
import evaluate
metric = evaluate.load("Aye10032/top5_error_rate")
result = metric.compute(predictions=preds, references=refs)
print(result)
```

## Don'ts

- Don't assume your in-house `Aye10032/top5_error_rate` matches HF — version conventions vary.
- Many evaluate metrics have task-specific arguments (`average=`, `lang=`, `model_type=`); read the metric card before reporting numbers.

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