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v_measure_score — scikit-learn 1.8.0 documentation
0 ) [source] # V-measure cluster labeling given...'arithmetic' option for averaging. The V-measure is the harmonic mean between...scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
dict_learning_online — scikit-learn 1.8.0 docum...
V ^* ) = argmin 0.5 || X - U V || _Fro ^ 2 + alpha...alpha * || U || _1 , 1 ( U , V ) with || V_k || _2 = 1 for all...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning_online.html -
DistanceMetric — scikit-learn 1.8.0 documentation
SEuclideanDistance V sqrt(sum((x - y)^2 / V)) “mahalanobis” MahalanobisDistance...MahalanobisDistance V or VI sqrt((x - y)' V^-1 (x - y)) Metrics...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
ward_tree — scikit-learn 1.8.0 documentation
\sqrt{\frac{|v|+|s|} {T}d(v,s)^2 + \frac{|v|+|t|} {T}d(v,t)^2 - \frac{|v|} {T}d(s,t)^2}\]...\(d(u,v)\) is computed as follows, \[d(u,v) = \sqrt{\frac{|v|+|s|}...scikit-learn.org/stable/modules/generated/sklearn.cluster.ward_tree.html -
Elastic BBQ: Better Binary Quantization in Luce...
] m a x v c 1 ′ = m a x ( v c 1 ′ ) = 0.19 , m i n v c 1 ′ =...15 m a x v c 1 ′ − m i n v c 1 ′ : x ∈ x s } Q ( v c 1 ′ ) =...www.elastic.co/search-labs/blog/better-binary-quantization-lucene-elasticsearch -
org.springframework.web.servlet Class Hierarchy...
V> (implements java.util. Map <K, V>) java.util....java.util. HashMap <K, V> (implements java.lang. Cloneable...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/web/servlet/package-... -
GMM covariances — scikit-learn 1.8.0 documentation
degrees v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v ) ell = mpl...gmm . means_ [ n , : 2 ], v [ 0 ], v [ 1 ], angle = 180 + angle...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_covariances.html -
mutual_info_score — scikit-learn 1.8.0 document...
clusterings \(U\) and \(V\) is given as: \[MI(U,V)=\sum_{i=1}^{|U|}... \sum_{j=1}^{|V|} \frac{|U_i\cap V_j|}{N} \log\frac{N|U_i \cap...scikit-learn.org/stable/modules/generated/sklearn.metrics.mutual_info_score.html -
DictVectorizer — scikit-learn 1.8.0 documentation
on import DictVectorizer >>> v = DictVectorizer ( sparse = False...'foo' : 3 , 'baz' : 1 }] >>> X = v . fit_transform ( D ) >>> X array([[2.,...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
Biclustering documents with the Spectral Co-clu...
V-measure: 0.4415 MiniBatchKMeans... Done in 2.90s. V-measure:...the biclusters achieve a better V-measure than clusters found by...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html