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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 -
JSON prompting for LLMs - IBM Developer
such as text, code, metrics, or text-based image descriptions,...structure. When you communicate in text format, ambiguity can creep...developer.ibm.com/articles/json-prompting-llms/ -
FeatureHasher and DictVectorizer Comparison ...
Clustering text documents using k-means Clustering text documents...In this example we illustrate text vectorization, which is the...scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html -
core.css
align-left { text-align: left; } .align-right { text-align: right;...normal; font-weight: normal; text-decoration: none; } strong {...lucene.apache.org/theme/css/lucene/core.css -
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 -
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 -
PropertyResolver (Spring Framework 7.0.1 API)
text) Resolve ${...} placeholders in the given text, replacing... text) Resolve ${...} placeholders in the given text, replacing...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/core/env/PropertyRes... -
What are Word Embeddings? | A Comprehensive Wor...
piece of text, such as positive, negative, or neutral. Text similarity:...predicting the next word in a sequence of text. By representing...www.elastic.co/what-is/word-embedding -
Understanding large language models: A comprehe...
text translation, classification,...and then fine-tuned to solve text classification, question answering,...www.elastic.co/what-is/large-language-models -
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