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What is Natural Language Processing (NLP)? | A ...
include text mining, which takes large amounts of text and breaks...tone over a text message or email, for example. Text is published...www.elastic.co/what-is/natural-language-processing -
Suggest API
"text" : "fess" , "reading"..."suggest_id_1" , "text" : "fess" , "reading"...fess.codelibs.org/zh-cn/15.5/api/admin/api-admin-suggest.html -
Anatomy of an analyzer | Elastic Docs
The Elasticsearch data store / Text analysis / Concepts Anatomy...different languages and types of text. Elasticsearch also exposes...www.elastic.co/docs/manage-data/data-store/text-analysis/anatomy-of-an-analyzer -
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 -
Build a multilingual language detection and tra...
single piece of text: # Detecting language from text multilingual_models...replace the detected text with the translated text seamlessly. This...developer.ibm.com/articles/awb-build-multilingual-language-detection-translation-system/ -
Field data types | Reference
Text search types text fields The text family, including...Analyzed, unstructured text. annotated-text Text containing special markup....www.elastic.co/docs/reference/elasticsearch/mapping-reference/field-data-types -
7.2. Feature extraction — scikit-learn 1....
1\) \(\text{tf-idf}_{\text{term1}} = \text{tf} \times \text{idf}...document-frequency : \(\text{tf-idf(t,d)}=\text{tf(t,d)} \times \text{idf(t)}\)...scikit-learn.org/stable/modules/feature_extraction.html -
sg_gallery-rendered-html.css
var(--sg-text-color); background-color: var(--sg-text-color);...html[data-theme="light"] { --sg-text-color: #000; --sg-background-color:...scikit-learn.org/stable/_static/sg_gallery-rendered-html.css -
Column Transformer with Heterogeneous Data Sour...
"length" : len ( text ), "num_sentences" : text . count (...types (e.g. raster images and text captions), your dataset is stored...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
Detection error tradeoff (DET) curve — sc...
definitions: \(\text{FPR} = \frac{\text{FP}}{\text{FP} + \text{TN}}\)...\text{TN}}\) \(\text{FNR} = \frac{\text{FN}}{\text{TP} + \text{FN}}\) \(\text{TPR}...scikit-learn.org/stable/auto_examples/model_selection/plot_det.html