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Improve notebook wording (#18472)

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William FH 2024-03-03 18:31:15 -08:00 committed by GitHub
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docs/docs/langsmith/walkthrough.ipynb
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@ -400,12 +400,12 @@
"id": "1cc51d0a-4982-4ff9-89c1-b294d5cce8f6",
"metadata": {},
"source": [
"#### Aggregate Evaluators\n",
"#### Batch Evaluators\n",
"\n",
"Some metrics are only performed in aggregate or full \"test session\" level. These could be simple \n",
"classification metrics like Precision, Recall, or AUC, or other custom metrics.\n",
"Some metrics are aggregated over a full \"test\" without being assigned to an individual runs/examples. These could be as simple \n",
"as common classification metrics like Precision, Recall, or AUC, or it could be another custom aggregate metric.\n",
"\n",
"You can define any custom metric on an aggregate level using a callable that accepts a list of Runs (system traces) and list of Examples (dataset records)."
"You can define any batch metric on a full test level by defining a function (or any callable) that accepts a list of Runs (system traces) and list of Examples (dataset records)."
]
},
{
@ -476,7 +476,7 @@
" normalize_by=10,\n",
" ),\n",
" ],\n",
" aggregate_evaluators=[max_pred_length],\n",
" batch_evaluators=[max_pred_length],\n",
")"
]
},