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Demo of affinity propagation clustering algorit...
homogeneity_score ( labels_true , labels )) print..." % metrics . completeness_score ( labels_true , labels )) print...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html -
Underfitting vs. Overfitting — scikit-learn 1.7...
using crossvalidation scores = cross_val_score ( pipeline , X [:,...( degrees [ i ], - scores . mean (), scores . std () ) ) plt ....scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html -
RegressorTags — scikit-learn 1.7.1 documentation
RegressorTags ( poor_score : bool = False ) [source] #...regressor. Parameters : poor_score bool, default=False Whether...scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html -
plot_kmeans_digits.rst.txt
homo homogeneity score compl completeness score v-meas V measure...metrics.homogeneity_score, metrics.completeness_score, metrics.v_measure_score,...scikit-learn.org/stable/_sources/auto_examples/cluster/plot_kmeans_digits.rst.txt -
plot_kmeans_digits.ipynb
==========nhomo homogeneity score\ncompl completeness score\nv-meas V measure\nARI...metrics.homogeneity_score,\n metrics.completeness_score,\n metrics.v_measure_score,\n...scikit-learn.org/stable/_downloads/6bf322ce1724c13e6e0f8f719ebd253c/plot_kmeans_digits.ipynb -
User Guide — scikit-learn 1.7.1 documentation
Which scoring function should I use? 3.4.2. Scoring API overview...Weighted scoring and fitting 4.1.2. Weighted scoring and unweighted...scikit-learn.org/stable/user_guide.html -
Model-based and sequential feature selection — ...
print ( f "ROC AUC score: { roc_auc_score ( y , model . predict_proba...features based a cross-validation score. That is, we start with 0 features...scikit-learn.org/stable/auto_examples/feature_selection/plot_select_from_model_diabetes.html -
Biclustering documents with the Spectral Co-clu...
( axis = 0 ) ) word_scores = word_scores . ravel () important_words...sklearn.metrics.cluster import v_measure_score def number_normalizer ( tokens...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
SequentialFeatureSelector — scikit-learn 1.7.1 ...
scoring str or callable, default=None Scoring method to..., direction = 'forward' , scoring = None , cv = 5 , n_jobs =...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
Demo of DBSCAN clustering algorithm — scikit-le...
homogeneity_score ( labels_true , labels ) : .3f..."Completeness: { metrics . completeness_score ( labels_true , labels ) : .3f...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html