Jzm Mailchimp Joshs Second Test Metric

---
name: jzm-mailchimp-joshs-second-test-metric
description: Compute jzm-mailchimp/joshs_second_test_metric via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of jzm-mailchimp/joshs_second_test_metric.
metadata:
  skill_kind: metric
  source_lib: huggingface-evaluate
  hf_module: jzm-mailchimp/joshs_second_test_metric
  source: library_introspection
---

# jzm-mailchimp-joshs-second-test-metric

> Metric `jzm-mailchimp/joshs_second_test_metric` from the HuggingFace `evaluate` library.

## When to invoke

User asks to compute `jzm-mailchimp/joshs_second_test_metric` or wants HF evaluate's canonical version.

## Recipe

```python
import evaluate
metric = evaluate.load("jzm-mailchimp/joshs_second_test_metric")
result = metric.compute(predictions=preds, references=refs)
print(result)
```

## Don'ts

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