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SVM: Weighted samples — scikit-learn 1.5.2 docu...
c = y , s = 100 * sample_weight , alpha = 0.9 , cmap = plt...( xx , yy , Z , alpha = 0.75 , cmap = plt . cm . bone ) axis...scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html -
Plot Ridge coefficients as a function of the re...
ridge = linear_model . Ridge ( alpha = a , fit_intercept = False...newaxis ]) y = np . ones ( 10 ) Compute paths # n_alphas = 200 alphas...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_path.html -
12. Choosing the right estimator — scikit-learn...
(kernel="linear") SVR(kernel="linea... NO NO SVR (kernel="rbf")...(kernel="rbf") SVR(kernel="rbf... Ensemble Regressors Ensemble... 😭 😭 regression...scikit-learn.org/stable/machine_learning_map.html -
What are fancy hotels selling? | Digg
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/residualthoughts/link/what-are-fancy-hotels-selling -
Watch Ryan Girdusky Make Racist Comments On CNN...
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/digg-vids/link/cnn-mehdi-hasan-girdusky-pagers-video -
AffinityPropagation — scikit-learn 1.5.2 docume...
damping = 0.5 , max_iter = 200 , convergence_iter = 15 , copy...copy = True , preference = None , affinity = 'euclidean' , verbose...scikit-learn.org/stable/modules/generated/sklearn.cluster.AffinityPropagation.html -
AdditiveChi2Sampler — scikit-learn 1.5.2 docume...
y = load_digits ( return_X_y = True ) >>> chi2sampler = AdditiveChi2Sampler...>>> clf = SGDClassifier ( max_iter = 5 , random_state = 0 , tol...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html -
median_absolute_error — scikit-learn 1.5.2 docu...
multioutput = 'uniform_average' , sample_weight = None ) [source]... >>> y_true = [ 3 , - 0.5 , 2 , 7 ] >>> y_pred = [ 2.5 , 0.0...scikit-learn.org/stable/modules/generated/sklearn.metrics.median_absolute_error.html -
Factor Analysis (with rotation) to visualize pa...
cmap = "RdBu_r" , vmin =- 1 , vmax = 1 ) ax . set_xticks...ncols = len ( methods ), figsize = ( 10 , 8 ), sharey = True )...scikit-learn.org/stable/auto_examples/decomposition/plot_varimax_fa.html -
Birch — scikit-learn 1.5.2 documentation
threshold = 0.5 , branching_factor = 50 , n_clusters = 3 , compute_labels...compute_labels = True , copy = True ) [source] # Implements the...scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html