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  1. completeness_score — scikit-learn 1.8.0 documen...

    v_measure_score V-Measure (NMI with arithmetic mean...Rosenberg and Julia Hirschberg, 2007. V-Measure: A conditional entropy-based...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.completeness_score.html
    Tue Mar 17 03:44:39 UTC 2026
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  2. clustering.rst.txt

    for :math:`V`: .. math:: H(V) = - \sum_{j=1}^{|V|}P'(j)\log(P'(j))...\text{NMI}(U, V) = \frac{\text{MI}(U, V)}{\text{mean}(H(U), H(V))} This...
    scikit-learn.org/stable/_sources/modules/clustering.rst.txt
    Tue Mar 17 03:44:39 UTC 2026
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  3. Clustering text documents using k-means — sciki...

    assigned to the same clusters; V-measure, the harmonic mean of...labels , km . labels_ )) scores [ "V-measure" ] . append ( metrics...
    scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html
    Tue Mar 17 03:44:36 UTC 2026
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  4. 2.3. Clustering — scikit-learn 1.8.0 documentation

    Likewise for \(V\) : \[H(V) = - \sum_{j=1}^{|V|}P'(j)\log(P'(j))\]...\[\text{NMI}(U, V) = \frac{\text{MI}(U, V)}{\text{mean}(H(U), H(V))}\] This...
    scikit-learn.org/stable/modules/clustering.html
    Tue Mar 17 03:44:39 UTC 2026
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  5. InterfaceMaker (Spring Framework 7.0.3 API)

    generateClass ( ClassVisitor  v)   protected ClassLoader...generateClass ( ClassVisitor  v) throws Exception Throws: Exception...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/cglib/proxy/Interfac...
    Fri Feb 01 00:00:00 UTC 1980
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  6. BeanGenerator (Spring Framework 7.0.3 API)

    generateClass ( ClassVisitor  v)   protected ClassLoader...generateClass ( ClassVisitor  v) throws Exception Throws: Exception...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/cglib/beans/BeanGene...
    Fri Feb 01 00:00:00 UTC 1980
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  7. Demo of affinity propagation clustering algorit...

    labels )) print ( "V-measure: %0.3f " % metrics . v_measure_score...Homogeneity: 0.872 Completeness: 0.872 V-measure: 0.872 Adjusted Rand Index:...
    scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html
    Tue Mar 17 03:44:38 UTC 2026
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  8. A demo of K-Means clustering on the handwritten...

    score compl completeness score v-meas V measure ARI adjusted Rand...\t inertia \t homo \t compl \t v-meas \t ARI \t AMI \t silhouette"...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. Image denoising using dictionary learning — sci...

    ) V = dico . fit ( data ) . components_...)) for i , comp in enumerate ( V [: 100 ]): plt . subplot ( 10...
    scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html
    Tue Mar 17 03:44:39 UTC 2026
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  10. plot_kmeans_digits.zip

    score compl completeness score v-meas V measure ARI adjusted Rand...score\ncompl completeness score\nv-meas V measure\nARI adjusted Rand index\nAMI...
    scikit-learn.org/stable/_downloads/1393861b58df827d4c681b80a5be2472/plot_kmeans_digits.zip
    Tue Mar 17 03:44:39 UTC 2026
      15.5K bytes
     
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