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Face completion with a multi-output estimators ...
shape [ 1 ] # Upper half of the faces X_train...X_train = train [:, : ( n_pixels + 1 ) // 2 ] # Lower half of the faces...scikit-learn.org/stable/auto_examples/miscellaneous/plot_multioutput_face_completion.html -
Faces recognition example using eigenfaces and ...
1 )[ - 1 ] true_name = target_names...y_test [ i ]] . rsplit ( " " , 1 )[ - 1 ] return "predicted: %s \n...scikit-learn.org/stable/auto_examples/applications/plot_face_recognition.html -
SVM: Separating hyperplane for unbalanced class...
clusters of random points n_samples_1 = 1000 n_samples_2 = 100 centers...2.0 , 2.0 ]] clusters_std = [ 1.5 , 0.5 ] X , y = make_blobs (...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane_unbalanced.html -
Categorical Feature Support in Gradient Boostin...
will need 4 splits: 1 split to isolate A , 1 split to isolate F...include = "number" ) . shape [ 1 ] print ( f "Number of samples:...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_categorical.html -
SGD: Maximum margin separating hyperplane — sci...
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 -
Developing scikit-learn estimators — scikit-lea...
clf3 = SVC ([[ 1 , 2 ], [ 2 , 3 ]], [ - 1 , 1 ]) # WRONG! The...be modified if param1 > 1 : param2 += 1 self . param1 = param1...scikit-learn.org/stable/developers/develop.html -
Kernel Density Estimate of Species Distribution...
subplot ( 1 , 2 , i + 1 ) # construct a kernel density...Returns ------- (xgrid, ygrid) : 1-D arrays The grid corresponding...scikit-learn.org/stable/auto_examples/neighbors/plot_species_kde.html -
JMX configuration options | APM Java Agent Refe...
capture_jmx_metrics ( [ 1.11.0 ] Added in 1.11.0. ) Report metrics...attribute[*] is accepted (from 1.44.0) to mean match all possible...www.elastic.co/guide/en/apm/agent/java/current/config-jmx.html -
Ridge coefficients as a function of the L2 Regu...
random_state = 1 ) # Obtain the true coefficients...fig , axs = plt . subplots ( 1 , 2 , figsize = ( 20 , 6 )) coefs...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
Cross-validation on diabetes Dataset Exercise —...
alphas [ - 1 ]]) (np.float64(0.0001), np.f...print ( "[fold {0} ] alpha: {1:.5f} , score: {2:.5f} " . format...scikit-learn.org/stable/auto_examples/exercises/plot_cv_diabetes.html