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compute_optics_graph — scikit-learn 1.8.0 docum...
2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8...samples (rounded to be at least 2). max_eps float, default=np.inf...scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html -
MLPRegressor — scikit-learn 1.8.0 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...array-like of shape(n_layers - 2,), default=(100,) The ith element...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
Upgrade Procedure
2/fess-15.3.2.tar.gz $ tar -xzf fess-15.3.2.tar.gz Copy...-Uvh fess-15.3.2.rpm # DEB $ sudo dpkg -i fess-15.3.2.deb Note Configuration...fess.codelibs.org/15.3/install/upgrade.html -
Forecasting of CO2 level on Mona Loa dataset us...
co2_kernel 50**2 * RBF(length_scale=50) + 2**2 * RBF(length_scale=100)...GaussianProcessRegre(kernel=50**2 * RBF(length_scale=50) + 2**2 * RBF(length_scale=100)...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html -
Linear and Quadratic Discriminant Analysis with...
[ 2.5 , 0.7 ]]) * 2.0 cov_class_2 = cov_class_1.... Ellipse ( mean , 2 * v [ 0 ] ** 0.5 , 2 * v [ 1 ] ** 0.5 ,...scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html -
Single estimator versus bagging: bias-variance ...
- ( x ** 2 )) + 1.5 * np . exp ( - (( x - 2 ) ** 2 )) def generate...{0} : {1:.4f} (error) = {2:.4f} (bias^2) " " + {3:.4f} (var) +...scikit-learn.org/stable/auto_examples/ensemble/plot_bias_variance.html -
sort_graph_by_row_values — scikit-learn 1...
2. ], ... [ 1. , 2. , 0. ]]) >>>.... data array([3., 1., 3., 2., 1., 2.]) >>> X_ = sort...scikit-learn.org/stable/modules/generated/sklearn.neighbors.sort_graph_by_row_values.html -
Overview of multiclass training meta-estimators...
code_size = 2 ) cv_results_tree = cross_validate..., X , y , cv = cv , n_jobs = 2 ) cv_results_ovo = cross_validate...scikit-learn.org/stable/auto_examples/multiclass/plot_multiclass_overview.html -
mean_gamma_deviance — scikit-learn 1.8.0 docume...
= [ 2 , 0.5 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2. ] >>>...with the power parameter power=2 . It is invariant to scaling of...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_gamma_deviance.html -
Imputing missing values before building an esti...
True ) mses_diabetes [ 2 ], stds_diabetes [ 2 ] = get_score ( X_miss_diabetes...mses_california [ 2 ], stds_california [ 2 ] = get_score ( X_miss_california...scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html