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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 -
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 -
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 -
CalibratedClassifierCV — scikit-learn 1.7.0 doc...
2 ] Transforming Classifier Scores into Accurate Multiclass Probability...n_classes) The predicted probas. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
A demo of K-Means clustering on the handwritten...
homo homogeneity score compl completeness score v-meas V measure...homogeneity_score , metrics . completeness_score , metrics ....scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html -
PoissonRegressor — scikit-learn 1.7.0 documenta...
score ( X , y ) np.float64(0.990)...(n_samples,) Returns predicted values. score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
HistGradientBoostingClassifier — scikit-learn 1...
train_score_ ndarray, shape (n_iter_+1,) The scores at each...iteration. Scores are computed according to the scoring parameter....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
TransformedTargetRegressor — scikit-learn 1.7.0...
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.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 -
Version 0.15 — scikit-learn 1.7.0 documentation
f1_score , metrics.fbeta_score , metrics.recall_score , metrics.roc_auc_score...metrics.roc_auc_score and metrics.average_precision_score by Arnaud...scikit-learn.org/stable/whats_new/v0.15.html