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Sparsity Example: Fitting only features 1 and 2...
only features 1 and 2 # Features 1 and 2 of the diabetes-dataset...0.15 ]]) . T ) . reshape (( 2 , 2 )), alpha = 0.5 , ) ax . set_xlabel...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_3d.html -
v_measure_score — scikit-learn 1.5.2 documentation
2 ], [ 0 , 0 , 1 , 1 ])) 0.8......% v_measure_score ([ 0 , 1 , 2 , 3 ], [ 0 , 0 , 1 , 1 ])) 0.66......scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html -
SparseCoder — scikit-learn 1.5.2 documentation
2 ], ... [ 1 , 1 , 1 ], ... [ 0 , 1 , 1 ], ... [ 0 , 2 , 1...scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html -
completeness_score — scikit-learn 1.5.2 documen...
2 , 3 ], [ 0 , 0 , 1 , 1 ])) 0.999......([ 0 , 0 , 0 , 0 ], [ 0 , 1 , 2 , 3 ])) 0.0 Gallery examples #...scikit-learn.org/stable/modules/generated/sklearn.metrics.completeness_score.html -
SplineTransformer — scikit-learn 1.5.2 document...
Must be larger or equal 2. Ignored if knots is array-like....scipy>=1.8 . Added in version 1.2. Attributes : bsplines_ list of...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
minmax_scale — scikit-learn 1.5.2 documentation
minmax_scale >>> X = [[ - 2 , 1 , 2 ], [ - 1 , 0 , 1 ]] >>> minmax_scale...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html -
6.3. Preprocessing data — scikit-learn 1.5.2 do...
2. , 1. , 0.1], [4.4, 2.2, 1.1, 0.1], [4.4, 2.2, 1.2, 0.1],...\((X_1, X_2)\) to \((1, X_1, X_2, X_1^2, X_1X_2, X_2^2)\) . In...scikit-learn.org/stable/modules/preprocessing.html -
FunctionTransformer — scikit-learn 1.5.2 docume...
then X will be converted to a 2-dimensional NumPy array or sparse...X = np . array ([[ 0 , 1 ], [ 2 , 3 ]]) >>> transformer . transform...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
Contributing — scikit-learn 1.5.2 documentation
cd scikit-learn Follow steps 2-6 in Building from source to build...future. Failure to respond within 2 weeks with an activity that moves...scikit-learn.org/stable/developers/contributing.html -
mean_poisson_deviance — scikit-learn 1.5.2 docu...
y_true = [ 2 , 0 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2. ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_poisson_deviance.html