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sklearn.ensemble.ExtraTreesRegressor — scikit-l...
g. 0.3. Changed in version 1.1:...controlling the size of the trees (e.g. max_depth , min_samples_leaf...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
sklearn.feature_extraction.FeatureHasher — scik...
g. when running prediction code...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
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 -
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.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.feature_extraction.text.CountVectorizer...
g., a dict) where keys are terms...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html -
sklearn.cross_decomposition.PLSCanonical — scik...
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.PLSCanonical.html -
Demo of OPTICS clustering algorithm — scikit-le...
subplot ( G [ 0 , :]) ax2 = plt . subplot ( G [ 1 , 0 ]) ax3.... subplot ( G [ 1 , 1 ]) ax4 = plt . subplot ( G [ 1 , 2 ]) #...scikit-learn.org/stable/auto_examples/cluster/plot_optics.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 -
sklearn.ensemble.VotingRegressor — scikit-learn...
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.VotingRegressor.html