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Target Encoder’s Internal Cross fitting —...
reshape ( - 1 , 1 )) # Remove the linear relationship...replace = True ) . reshape ( - 1 , 1 ) Finally, we assemble the dataset...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder_cross_val.html -
Semi-supervised Classification on a Text Datase...
training set: { sum ( 1 for x in y_train if x == - 1 ) } " ) clf...vectorizer_params = dict ( ngram_range = ( 1 , 2 ), min_df = 5 , max_df = 0.8...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
SVM Margins Example — scikit-learn 1.8.0 ...
0 ] * 20 + [ 1 ] * 20 # figure number fignum = 1 # fit the model...is sqrt(1+a^2) away vertically in # 2-d. margin = 1 / np . sqrt...scikit-learn.org/stable/auto_examples/svm/plot_svm_margin.html -
SGD: Maximum margin separating hyperplane ̵...
linspace ( - 1 , 5 , 10 ) yy = np . linspace ( - 1 , 5 , 10 ) X1...= p [ 0 ] levels = [ - 1.0 , 0.0 , 1.0 ] linestyles = [ "dashed"...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_separating_hyperplane.html -
7.9. Transforming the prediction target (y) ...
1, 1, 1], [0, 0, 1, 0, 0], [1, 1, 0, 1, 0], [1, 1, 1, 1,...1, 1], [1, 1, 1, 0, 0]]) For more information about multilabel...scikit-learn.org/stable/modules/preprocessing_targets.html -
Comparing Target Encoder with Other Encoders &#...
versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
Using KBinsDiscretizer to discretize continuous...
reshape ( - 1 , 1 ) # transform the dataset with...endpoint = False ) . reshape ( - 1 , 1 ) reg = LinearRegression ()...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization.html -
Scalable learning with polynomial kernel approx...
original paper of Tensor Sketch [ 1 ] , i.e. the algorithm implemented..., which was the one used in [ 1 ] . from sklearn.datasets import...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
ScheduledExecutorTask (Spring Framework 7.0.1 API)
Default is -1, leading to one-time execution....docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/scheduling/concurren... -
Comparison of the K-Means and MiniBatchKMeans c...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] n_clusters...ax = fig . add_subplot ( 1 , 3 , 1 ) for k , col in zip ( range...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html