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it’s as below. last_modified :[ now...fess.codelibs.org/15.1/user/search-range.html -
pairwise_distances — scikit-learn 1.7.1 documen...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’,...[‘braycurtis’, ‘canberra’, ‘chebyshev’, ‘correlation’, ‘dice’, ‘hamming’,...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances.html -
Custom refit strategy of a grid search with cro...
'kernel': ['rbf']}, {'C': [1, 10, 100, 1000], 'kernel': ['linear']}],...(±0.063), for {'C': 1, 'gamma': 0.001, 'kernel': 'rbf'} precision:...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
compute_optics_graph — scikit-learn 1.7.1 docum...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’]...‘chebyshev’, ‘correlation’, ‘dice’, ‘hamming’, ‘jaccard’, ‘kulsinski’,...scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html -
Permutation Importance vs Random Forest Feature...
None num ['age', 'sibsp', 'parch', 'fare', 'random_num'] SimpleImputer...None num ['age', 'sibsp', 'parch', 'fare', 'random_num'] SimpleImputer...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
Displaying estimators and complex pipelines — s...
('feat1', 'feat3')), ('pipeline-2', Pipeline(steps=[('simpleimputer',...), ('feat0', 'feat2'))])), ('logisticregression', LogisticRegression())])...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
7.3. Preprocessing data — scikit-learn 1.7.1 do...
= [[ 'male' , 'from US' , 'uses Safari' ], [ 'female' , 'from...= [[ 'male' , 'from US' , 'uses Safari' ], [ 'female' , 'from...scikit-learn.org/stable/modules/preprocessing.html -
MLPRegressor — scikit-learn 1.7.1 documentation
activation {‘identity’, ‘logistic’, ‘tanh’, ‘relu’}, default=’relu’...x) solver {‘lbfgs’, ‘sgd’, ‘adam’}, default=’adam’ The solver...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
7.2. Feature extraction — scikit-learn 1.7.1 do...
array([' w', 'ds', 'or', 'pr', 'rd', 's ', 'wo', 'wp'], ...)...array(['and', 'document', 'first', 'is', 'one', 'second', 'the',...scikit-learn.org/stable/modules/feature_extraction.html -
ParameterGrid — scikit-learn 1.7.1 documentation
= [{ 'kernel' : [ 'linear' ]}, { 'kernel' : [ 'rbf' ], 'gamma'...'kernel' : 'linear' }, ... { 'kernel' : 'rbf' , 'gamma' : 1 },...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html