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sklearn.preprocessing.KBinsDiscretizer — scikit...
g., when encode = 'onehot' and certain...feature selection algorithms (e.g., VarianceThreshold ). Examples...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.KBinsDiscretizer.html -
sklearn.preprocessing.binarize — scikit-learn 1...
g. if the data is a numpy array...using the Transformer API (e.g. as part of a preprocessing Pipeline...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.binarize.html -
sklearn.decomposition.fastica — scikit-learn 1....
default=’logcosh’ The functional form of the G function used in the approximation...last dimension. Example: def my_g ( x ): return x ** 3 , ( 3 * x...scikit-learn.org/stable/modules/generated/fastica-function.html -
sklearn.ensemble.VotingClassifier — scikit-lear...
g. used inside a Pipeline . Otherwise...arguments Specific parameters using e.g. set_params(parameter_name=new_value)...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html -
sklearn.linear_model.PassiveAggressiveRegressor...
g. used inside a Pipeline . Otherwise...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveRegressor.html -
sklearn.cross_decomposition.CCA — scikit-learn ...
g. used inside a Pipeline . Otherwise...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html -
10. Common pitfalls and recommended practices —...
g., fit(X) , can result in overly...These are usually estimators (e.g. RandomForestClassifi ) and cross-validation...scikit-learn.org/stable/common_pitfalls.html -
sklearn.model_selection.cross_validate — scikit...
g., GroupKFold ). Changed in version...the params argument instead. E.g.: cross_validate(..., params={'groups':...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
sklearn.utils.extmath.randomized_range_finder —...
g. typically 5 or larger), or ‘LU’...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_range_finder.html -
t-SNE: The effect of various perplexity values ...
c = "g" ) ax . xaxis . set_major_formatter..., 0 ], Y [ green , 1 ], c = "g" ) ax . xaxis . set_major_formatter...scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html