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MLPRegressor — scikit-learn 1.8.0 documentation
The score reported is the R2 score. Only available...The best validation score (i.e. R2 score) that triggered the...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
LarsCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...) . fit ( X , y ) >>> reg . score ( X , y ) 0.9996 >>> reg . alpha_...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html -
Lagged features for time series forecasting — s...
scores , metric ): if metric == "MAPE" : scores [ metric...std () : .1f } " ) return scores scoring = { "MAPE" : make_scorer...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
ExtraTreesRegressor — scikit-learn 1.8.0 docume...
Notes The \(R^2\) score used when calling score on a regressor uses...with Friedman’s improvement score for potential splits, “absolute_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
LogisticRegression — scikit-learn 1.8.0 documen...
confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html -
Metadata Routing — scikit-learn 1.8.0 documenta...
add ( caller = "score" , callee = "score" ), ) return router...'predict'}, {'callee': 'score', 'caller': 'score'}], 'router': {'fit':...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
3. Model selection and evaluation — scikit-lear...
Which scoring function should I use? 3.4.2. Scoring API overview...selection 3.1.5. Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
label_ranking_average_precision_score — scikit-...
Returns : score float Ranking-based average precision score. Examples...vs. total labels with lower score. This metric is used in multilabel...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html -
ndcg_score — scikit-learn 1.8.0 documentation
predict some scores (relevance) for the answers >>> scores = np . asarray...( true_relevance , scores ) 0.69 >>> scores = np . asarray ([[...scikit-learn.org/stable/modules/generated/sklearn.metrics.ndcg_score.html -
sklearn.metrics — scikit-learn 1.8.0 documentation
d2_brier_score \(D^2\) score function, fraction of Brier score explained....Compute the F1 score, also known as balanced F-score or F-measure....scikit-learn.org/stable/api/sklearn.metrics.html