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sklearn.linear_model.Ridge — scikit-learn 1.4.2...
solver {‘auto’, ‘svd’, ‘cholesky’, ‘lsqr’, ‘sparse_cg’, ‘sag’, ‘saga’,...However, only ‘lsqr’, ‘sag’, ‘sparse_cg’, and ‘lbfgs’ support sparse...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html -
7.2. Real world datasets — scikit-learn 1.4.2 d...
x', 'misc.forsale', 'rec.autos', 'rec.motorcycles', 'rec.sport.baseball',...'rec.sport.baseball', 'rec.sport.hockey', 'sci.crypt', 'sci.electronics', 'sci.med',...scikit-learn.org/stable/datasets/real_world.html -
Custom refit strategy of a grid search with cro...
'kernel': ['rbf']}, {'C': [1, 10, 100, 1000], 'kernel': ['linear']}],...'kernel': ['rbf']}, {'C': [1, 10, 100, 1000], 'kernel': ['linear']}],...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
Displaying estimators and complex pipelines — s...
('feat0', 'feat2'))]) pipeline-1 ('feat1', 'feat3') SimpleImputer...('feat1', 'feat3')), ('pipeline-2', Pipeline(steps=[('simpleimputer',...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
Permutation Importance vs Random Forest Feature...
['age', 'sibsp', 'parch', 'fare', 'random_num'])], verbose_featur...['age', 'sibsp', 'parch', 'fare', 'random_num'])], verbose_featur...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
sklearn.decomposition.NMF — scikit-learn 1.4.2 ...
Added 'auto' value. init {‘random’, ‘nndsvd’, ‘nndsvda’, ‘nndsvdar’,...solver {‘cd’, ‘mu’}, default=’cd’ Numerical solver to use: ‘cd’ is...scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html -
sklearn.metrics.recall_score — scikit-learn 1.4...
average {‘micro’, ‘macro’, ‘samples’, ‘weighted’, ‘binary’} or None,...average = 'binary' , sample_weight = None , zero_division = 'warn'...scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html -
sklearn.neural_network.MLPRegressor — scikit-le...
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 -
sklearn.model_selection.ParameterGrid — scikit-...
= [{ 'kernel' : [ 'linear' ]}, { 'kernel' : [ 'rbf' ], 'gamma'...'kernel' : 'linear' }, ... { 'kernel' : 'rbf' , 'gamma' : 1 },...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html -
Visualizing the stock market structure — scikit...
history for 'AAPL' Fetching quote history for 'AIG' Fetching quote...history for 'AMZN' Fetching quote history for 'AXP' Fetching quote...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html