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LocallyLinearEmbedding — scikit-learn 1.7.0 doc...
(n_components + 1) / 2 . see reference [2] modified : use the...n_neighbors = 5 , n_components = 2 , reg = 0.001 , eigen_solver =...scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html -
BayesianRidge — scikit-learn 1.7.0 documentation
[ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge() >>>...1e-06 , alpha_2 = 1e-06 , lambda_1 = 1e-06 , lambda_2 = 1e-06 , alpha_init...scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html -
MiniBatchNMF — scikit-learn 1.7.0 documentation
||H||_{Fro}^2,\end{aligned}\end{align} \] where \(||A||_{Fro}^2 = \sum_{i,j}...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html -
DBSCAN — scikit-learn 1.7.0 documentation
2 ], [ 2 , 2 ], [ 2 , 3 ], ... [ 8 , 7 ],...memory complexity of \(O({n}^2)\) , which can occur when the...scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html -
plot_multi_metric_evaluation.zip
range(2, 403, 20)}, scoring=scoring, refit="AUC", n_jobs=2, re...sklearn.datasets import make_hastie_10_2 from sklearn.metrics import accuracy_score,...scikit-learn.org/stable/_downloads/535778bfbc9b4881da3e662bc2ea8484/plot_multi_metric_evaluation.zip -
classification_report — scikit-learn 1.7.0 docu...
2 , 2 , 2 ] >>> y_pred = [ 0 , 0 , 2 , 2 , 1 ] >>>...sample_weight = None , digits = 2 , output_dict = False , zero_division...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
TheilSenRegressor — scikit-learn 1.7.0 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples = 200 , n_features = 2 , noise = 4.0 , random_state =...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html -
7.3. Preprocessing data — scikit-learn 1.7.0 do...
2. , 1. , 0.1], [4.4, 2.2, 1.1, 0.1], [4.4, 2.2, 1.2, 0.1],...\((X_1, X_2)\) to \((1, X_1, X_2, X_1^2, X_1X_2, X_2^2)\) . In...scikit-learn.org/stable/modules/preprocessing.html -
Better Binary Quantization (BBQ) in Lucene and ...
( 1 < < 0 ) + ( 2 < < 1 ) + ( 1 < < 2 ) + ( 2 < < 3 ) = 25 = ...\newline = (1 << 0) + (2 << 1) + (1 << 2) + (2 << 3) \newline = 25...www.elastic.co/search-labs/blog/better-binary-quantization-lucene-elasticsearch -
auc — scikit-learn 1.7.0 documentation
2 , 2 ]) >>> y_score = np . array...y_true , y_score , pos_label = 2 ) >>> metrics . auc ( fpr , tpr...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html