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f1_score — scikit-learn 1.6.1 documentation
\[\text{F1} = \frac{2 * \text{TP}}{2 * \text{TP} + \text{FP}...\text{FP} + \text{FN}}\] Where \(\text{TP}\) is the number of true positives,...scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
Configurable chunking settings for inference AP...
document ingestion with semantic text fields. Integrations How To...this API is to support semantic text fields used for semantic search...www.elastic.co/search-labs/blog/elasticsearch-chunking-inference-api-endpoints -
6.3. Preprocessing data — scikit-learn 1.6.1 do...
- 1'_{\text{n}_{samples}} K - K_{test} 1_{\text{n}_{samples}}...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/modules/preprocessing.html -
density — scikit-learn 1.6.1 documentation
examples # Classification of text documents using sparse features...features Classification of text documents using sparse features On...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.density.html -
How to optimize RAG retrieval in Elastisearch w...
consolidate all test case parameters into a single LLM test case. Running...(leveraging vector embeddings), text-based (using query rules), or...www.elastic.co/search-labs/blog/rag-retrieval-elasticsearch-deepeval -
clustering.rst.txt
math:: \text{ARI} = \frac{\text{RI} - E[\text{RI}]}{\max(\text{RI})...math:: \text{AMI} = \frac{\text{MI} - E[\text{MI}]}{\text{mean}(H(U),...scikit-learn.org/stable/_sources/modules/clustering.rst.txt -
Maps for Geospatial Analysis | Elastic
text, and other Elasticsearch data...multi-lines, and boxes. And as a full-text search engine, a columnar store,...www.elastic.co/maps -
Building a RAG System With Gemma, Hugging Face ...
These are text-to-text and decoder-only models...Generation) refers to the portion of text or documents from which the...www.elastic.co/search-labs/blog/building-a-rag-system-with-gemma-hugging-face-elasticsearch -
What is Retrieval Augmented Generation (RAG)? |...
information to generate text responses. The generated text might go through...a technique that supplements text generation with information...www.elastic.co/what-is/retrieval-augmented-generation -
OpenAI - Elasticsearch Labs
www.elastic.co/search-labs/integrations/open-ai