sklearn.linear_model.logistic_regression_path()
  • References/Python/scikit-learn/API Reference/linear_model

sklearn.linear_model.logistic_regression_path(X, y, pos_class=None, Cs=10, fit_intercept=True, max_iter=100, tol=0

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neighbors.RadiusNeighborsRegressor()
  • References/Python/scikit-learn/API Reference/neighbors

class sklearn.neighbors.RadiusNeighborsRegressor(radius=1.0, weights='uniform', algorithm='auto', leaf_size=30, p=2, metric='minkowski'

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Explicit feature map approximation for RBF kernels
  • References/Python/scikit-learn/Examples/General examples

An example illustrating the approximation of the feature map of an RBF kernel. It shows how to use

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2.5.
  • References/Python/scikit-learn/Guide

2.5.1. Principal component analysis (PCA) 2.5.1.1. Exact PCA and probabilistic interpretation PCA

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kernel_approximation.SkewedChi2Sampler()
  • References/Python/scikit-learn/API Reference/kernel_approximation

class sklearn.kernel_approximation.SkewedChi2Sampler(skewedness=1.0, n_components=100, random_state=None)

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sklearn.datasets.fetch_mldata()
  • References/Python/scikit-learn/API Reference/datasets

sklearn.datasets.fetch_mldata(dataname, target_name='label', data_name='data', transpose_data=True, data_home=None)

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sklearn.model_selection.cross_val_predict()
  • References/Python/scikit-learn/API Reference/model_selection

sklearn.model_selection.cross_val_predict(estimator, X, y=None, groups=None, cv=None, n_jobs=1, verbose=0, fit_params=None

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gaussian_process.kernels.RBF()
  • References/Python/scikit-learn/API Reference/gaussian_process

class sklearn.gaussian_process.kernels.RBF(length_scale=1.0, length_scale_bounds=(1e-05, 100000.0))

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sklearn.metrics.pairwise.chi2_kernel()
  • References/Python/scikit-learn/API Reference/metrics

sklearn.metrics.pairwise.chi2_kernel(X, Y=None, gamma=1.0)

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sklearn.cross_validation.train_test_split()
  • References/Python/scikit-learn/API Reference/cross_validation

Warning DEPRECATED

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