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12. Dispatching — scikit-learn 1.7.2 docu...
2. Support for Array API -compatible...scikit-learn.org/stable/dispatching.html -
Inductive Clustering — scikit-learn 1.7.2...
( - 2 , 4 ), ( 3 , 6 )], random_state...scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html -
Probability Calibration for 3-class classificat...
"($\frac {1}{2} $, $0$, $\frac {1}{2} $)" , xy = (..."($0$, $\frac {1}{2} $, $\frac {1}{2} $)" , xy = ( 0.0...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_multiclass.html -
1.4. Support Vector Machines — scikit-lea...
[ 2 , 2 ]] >>> y = [ 0.5 , 2.5 ] >>>...>>> clf . predict ([[ 2. , 2. ]]) array([1]) SVMs decision...scikit-learn.org/stable/modules/svm.html -
Dimensionality Reduction with Neighborhood Comp...
( n_components = 2 )) # Reduce dimension to 2 with NeighborhoodComponen...the different samples on the 2 first principal components. Linear...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_dim_reduction.html -
Simple 1D Kernel Density Estimation — sci...
subplots ( 2 , 2 , sharex = True , sharey = True...1.05 ) axi . set_xlim ( - 2.9 , 2.9 ) ax [ 0 , 1 ] . set_title...scikit-learn.org/stable/auto_examples/neighbors/plot_kde_1d.html -
Multiclass Receiver Operating Characteristic (R...
This can be done in 2 different ways: the One-vs-Rest...linearly separable from the other 2; the latter are not linearly separable...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html -
Feature agglomeration vs. univariate selection ...
selection # This example compares 2 dimensionality reduction strategies:.... randn ( n_samples , size ** 2 ) for x in X : # smooth data x...scikit-learn.org/stable/auto_examples/cluster/plot_feature_agglomeration_vs_univariate_selection.... -
Using KBinsDiscretizer to discretize continuous...
subplots ( ncols = 2 , sharey = True , figsize = (...predict ( line ), linewidth = 2 , color = "green" ,...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization.html -
Scalable learning with polynomial kernel approx...
= 2 ] = 0 y [ y == 2 ] = 1 # We will try to...ones. We use the Covtype dataset [2], trying to reproduce the experiments...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html