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Ridge coefficients as a function of the L2 Regu...
- X \beta \|^{2}_{2} + \alpha \| \beta \|^{2}_{2}\) where \(X\)...side (e.g. \(\|y - X\beta\|^{2}_{2}\) ) measures the squared difference...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
ward_tree — scikit-learn 1.7.2 documentation
s)^2 + \frac{|v|+|t|} {T}d(v,t)^2 - \frac{|v|} {T}d(s,t)^2}\]...array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 4...scikit-learn.org/stable/modules/generated/sklearn.cluster.ward_tree.html -
Quantile regression — scikit-learn 1.7.2 ...
subplots ( nrows = 2 , ncols = 2 , figsize = ( 15 , 11 ),...scikit-learn.org/stable/auto_examples/linear_model/plot_quantile_regression.html -
mean_variance_axis — scikit-learn 1.7.2 d...
2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5...>>> scale = np . array ([ 2 , 3 , 2 ]) >>> csr = sparse...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.mean_variance_axis.html -
d2_pinball_score — scikit-learn 1.7.2 doc...
Notes Like \(R^2\) , \(D^2\) score may be negative (it...'uniform_average' ) [source] # \(D^2\) regression score function, fraction...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_pinball_score.html -
inplace_column_scale — scikit-learn 1.7.2...
2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5...>>> scale = np . array ([ 2 , 3 , 2 ]) >>> csr = sparse...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_column_scale.html -
resample — scikit-learn 1.7.2 documentation
[ 2. , 1. ], [ 0. , 0. ]]) >>>...>>> y = np . array ([ 0 , 1 , 2 ]) >>> from scipy.sparse...scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html -
mean_squared_log_error — scikit-learn 1.7...
2.5 , 7 ] >>> y_pred = [ 2.5 , 5 , 4 , 8...[ 1 , 2 ], [ 7 , 6 ]] >>> y_pred = [[ 0.5 , 2 ], [ 1...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_log_error.html -
AdditiveChi2Sampler — scikit-learn 1.7.2 ...
sample_steps = 2 , sample_interval = None ) [source]...original space is transformed into 2*sample_steps-1 features, where...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html -
homogeneity_completeness_v_measure — scik...
2 , 2 ], [ 0 , 0 , 1 , 2 , 2 , 2 ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html