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Plot the decision surfaces of ensembles of tree...
() - 1 , X [:, 0 ] . max () + 1 y_min , y_max = X [:, 1 ] . min...min () - 1 , X [:, 1 ] . max () + 1 xx , yy = np . meshgrid (...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html -
Post pruning decision trees with cost complexit...
plot ( ccp_alphas [: - 1 ], impurities [: - 1 ], marker = "o" , drawstyle...clfs [ - 1 ] . tree_ . node_count , ccp_alphas [ - 1 ] ) ) Number...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
PoissonRegressor — scikit-learn 1.5.2 documenta...
predict ([[ 1 , 1 ], [ 3 , 4 ]]) array([10.676...,...PoissonRegressor ( * , alpha = 1.0 , fit_intercept = True , solver...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
SGDRegressor — scikit-learn 1.5.2 documentation
l1_ratio <= 1. l1_ratio=0 corresponds to L2 penalty, l1_ratio=1 to L1....True , verbose = 0 , epsilon = 0.1 , random_state = None , learning_rate...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html -
Empirical evaluation of the impact of k-means i...
mean ( axis = 1 ), inertia . std ( axis = 1 ), fmt = format...using a init="random" and n_init=1 . This run leads to a bad convergence...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_stability_low_dim_dense.html -
8. Computing with scikit-learn — scikit-learn 1...
1.1. Scaling with instances using out-of-core...Computing with scikit-learn # 8.1. Strategies to scale computationally:...scikit-learn.org/stable/computing.html -
ARDRegression — scikit-learn 1.5.2 documentation
[ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) ARDRegression()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) fit ( X , y ) [source]...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html -
Stacktrace configuration options | APM .NET Age...
ApplicationNamespace ( [ 1.5 ] Added in 1.5. ) This is used to determine...ExcludedNamespaces ( [ 1.5 ] Added in 1.5. ) A list of namespaces...www.elastic.co/guide/en/apm/agent/dotnet/current/config-stacktrace.html -
Imputing missing values before building an esti...
mses_california [ 1 ], stds_california [ 1 ] = get_impute_zero_score...y_miss_california ) mses_diabetes [ 1 ], stds_diabetes [ 1 ] = get_impute_zero_score...scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html -
Ordinary Least Squares and Ridge Regression Var...
1 ] . T y_train = [ 0.5 , 1 ] X_test = np . c_...this_X = 0.1 * np . random . normal ( size = ( 2 , 1 )) + X_train...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_ridge_variance.html