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2.3. Clustering — scikit-learn 1.6.1 documentation
\[\text{ARI} = \frac{\text{RI} - E[\text{RI}]}{\max(\text{RI})...index: \[\text{AMI} = \frac{\text{MI} - E[\text{MI}]}{\text{mean}(H(U),...scikit-learn.org/stable/modules/clustering.html -
get_data_home — scikit-learn 1.6.1 documentation
classification of text documents Out-of-core classification of text documents...scikit-learn.org/stable/modules/generated/sklearn.datasets.get_data_home.html -
sg_gallery.css
sphx-glr-thumbcontainer p a span { /* text within link should be masked...7px; } div.sphx-glr-footer { text-align: center; } div.sphx-glr-download...scikit-learn.org/stable/_static/sg_gallery.css -
World's most downloaded vector database: Elasti...
"my_text" : { "type" : "text" }, "category": {...search vector embeddings. Combine text search and vector search for...www.elastic.co/elasticsearch/vector-database -
java-editor-templates.xml
text Text ${type:newType(org.eclipse.swt.widgets.Text)} $...tes.test_junit4 Test @${testType:newType(org.junit.Test)} public...dbflute.seasar.org/download/patch/handson/20140921_templates/java-editor-templates.xml -
ChatGPT and Elasticsearch: OpenAI meets private...
the full body text, those larger bodies of text may need to be...generate human-like responses to text inputs. GPT stands for "Generative...www.elastic.co/search-labs/blog/chatgpt-elasticsearch-openai-meets-private-data -
8.1. Strategies to scale computationally: bigge...
text.HashingVectorizer for text documents. 8.1.1.3....explicit care. A good example is text classification where unknown...scikit-learn.org/stable/computing/scaling_strategies.html -
6.7. Kernel Approximation — scikit-learn 1.6.1 ...
\(\mathcal{O}(n_{\text{samples}}(n_{\text{features}} + n_{\text{components}}...\(\mathcal{O}(n^2_{\text{components}} \cdot n_{\text{samples}})\) ,...scikit-learn.org/stable/modules/kernel_approximation.html -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...recall: \[\text{precision} = \frac{\text{tp}}{\text{tp} + \text{fp}},\]...scikit-learn.org/stable/modules/model_evaluation.html -
config_context — scikit-learn 1.6.1 documentation
If ‘text’, estimators will be displayed as text. If None,...from False to True. display {‘text’, ‘diagram’}, default=None If...scikit-learn.org/stable/modules/generated/sklearn.config_context.html