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plot_hgbt_regression.ipynb
training if the validation score does not\nimprove (or degrades)...\"categorical_features\": None,\n \"scoring\": \"neg_root_mean_squared...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
plot_kmeans_digits.zip
homo homogeneity score compl completeness score v-meas V measure...==========nhomo homogeneity score\ncompl completeness score\nv-meas V measure\nARI...scikit-learn.org/stable/_downloads/1393861b58df827d4c681b80a5be2472/plot_kmeans_digits.zip -
Effect of varying threshold for self-training &...
scores . mean ( axis = 1 ), yerr = scores . std ( axis...append ( x_values , 0.99999 ) scores = np . empty (( x_values ....scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
classification_report — scikit-learn 1.8....
F1 score for each class. Dictionary returned...'recall' : 1.0 , 'f1-score' : 0.67 , 'support'...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
Selecting the number of clusters with silhouett...
with below average silhouette scores and also due to wide fluctuations...) # Compute the silhouette scores for each sample sample_silhouette_values...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
ClassifierChain — scikit-learn 1.8.0 docu...
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html -
Crafting a minimal reproducer for scikit-learn ...
score ( X_test , y_test ) other_score = gbdt . score ( X_test...gbdt . score ( X_test , y_test ) other_score = gbdt . score ( X_test...scikit-learn.org/stable/developers/minimal_reproducer.html -
StackingClassifier — scikit-learn 1.8.0 d...
score ( X_test , y_test ) 0.9... decision_function...probabilities of the input samples. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html -
Obtención Masiva de Resultados de Búsqueda
( f "Average score: { df [ 'score' ] . mean () }...content : Contenido (extracto) score : Puntuación de búsqueda boost...fess.codelibs.org/es/15.4/config/search-scroll.html -
KMeans — scikit-learn 1.8.0 documentation
score ( X , y = None , sample_weight...assigned equal weight. Returns : score float Opposite of the value...scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html