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  1. v_measure_score — scikit-learn 1.6.1 documentation

    Clustering text documents using k-means Clustering text documents...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html
    Thu Apr 10 21:02:05 UTC 2025
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  2. classification_report — scikit-learn 1.6.1 docu...

    'warn' ) [source] # Build a text report showing the main classification...Returns : report str or dict Text summary of the precision, recall,...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Thu Apr 10 21:02:05 UTC 2025
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  3. The Llama 4 herd: The beginning of a new era of...

    fusion to seamlessly integrate text and vision tokens into a unified...with large amounts of unlabeled text, image, and video data. We also...
    ai.meta.com/blog/llama-4-multimodal-intelligence/
    Fri Apr 11 01:14:03 UTC 2025
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  4. MultinomialNB — scikit-learn 1.6.1 documentation

    classification of text documents Out-of-core classification of text documents...features (e.g., word counts for text classification). The multinomial...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html
    Thu Apr 10 21:02:05 UTC 2025
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  5. ComplementNB — scikit-learn 1.6.1 documentation

    poor assumptions of naive bayes text classifiers. In ICML (Vol. 3,...examples # Sample pipeline for text feature extraction and evaluation...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html
    Thu Apr 10 21:02:03 UTC 2025
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  6. Elasticsearch: The Official Distributed Search ...

    text analysis, and more. View training...finite state transducers for full-text querying, BKD trees for storing...
    www.elastic.co/elasticsearch
    Fri Apr 11 00:03:23 UTC 2025
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  7. RAG vs. Fine Tuning, a practical approach - Ela...

    search Chatbot test case: Pear Store We will use a test case based...UI and configure the semantic text field, follow the steps from...
    www.elastic.co/search-labs/blog/rag-vs-fine-tuning
    Thu Apr 03 00:31:42 UTC 2025
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  8. homogeneity_score — scikit-learn 1.6.1 document...

    Clustering text documents using k-means Clustering text documents...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_score.html
    Thu Apr 10 21:02:04 UTC 2025
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  9. NearestCentroid — scikit-learn 1.6.1 documentation

    Notes When used for text classification with tf-idf vectors,...Classification Classification of text documents using sparse features...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html
    Thu Apr 10 21:02:04 UTC 2025
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  10. train_test_split — scikit-learn 1.6.1 documenta...

    X_test , y_train , y_test = train_test_split ( ......on a Text Dataset Semi-supervised Classification on a Text Dataset...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
    Thu Apr 10 21:02:03 UTC 2025
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