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Plot classification boundaries with different S...
scatter = ax . scatter ( X [:, 0 ], X [:, 1 ], s = 150 , c = y ,...kernel , ax = None , long_title = True , support_vectors = True ):...scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html -
CountVectorizer — scikit-learn 1.7.0 documentation
ngram_range=(1 , 1) , analyzer='word' , max_df=1.0 , min_df=1 , max_features=None...max_features=None , vocabulary=None , binary=False , dtype=<class 'numpy.int64'>...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html -
sparse_encode — scikit-learn 1.7.0 documentation
n_nonzero_coefs = None , alpha = None , copy_cov = True , init = None ,...dictionary , * , gram = None , cov = None , algorithm = 'lasso_lars' ,...scikit-learn.org/stable/modules/generated/sklearn.decomposition.sparse_encode.html -
Introducing the set_output API — scikit-learn 1...
y = load_iris ( as_frame = True , return_X_y = True ) X_train..., y = fetch_openml ( "titanic" , version = 1 , as_frame = True...scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html -
additionalForeignKeyMap | DBFlute
foreignColumnName = MEMBER_ID ; fixedCondition = ... ; fixedSuffix = AsValid...{ ; $$split$$ = map: { ; land = dummy ; sea = dummy } # 本体の dfprop...dbflute.seasar.org/ja/manual/reference/dfprop/additionalforeignkey/index.html -
SVM: Weighted samples — scikit-learn 1.7.0 docu...
n_features = 2 , n_informative = 2 , n_redundant = 0 , n_clusters_per_class...n_clusters_per_class = 1 , class_sep = 1.1 , weights = [ 0.9 , 0.1 ],...scikit-learn.org/stable/auto_examples/svm/plot_weighted_samples.html -
fastica — scikit-learn 1.7.0 documentation
fun = 'logcosh' , fun_args = None , max_iter = 200 , tol = 0.0001...n_components = None , * , algorithm = 'parallel' , whiten = 'unit-variance'...scikit-learn.org/stable/modules/generated/fastica-function.html -
Face completion with a multi-output estimators ...
targets = fetch_olivetti_faces ( return_X_y = True ) train = data...n_faces = 5 rng = check_random_state ( 4 ) face_ids = rng . randint...scikit-learn.org/stable/auto_examples/miscellaneous/plot_multioutput_face_completion.html -
Shrinkage covariance estimation: LedoitWolf vs ...
color = "magenta" , linewidth = 3 , label = "Ledoit-Wolf...loglik_oa , color = "purple" , linewidth = 3 , label = "OAS estimate"...scikit-learn.org/stable/auto_examples/covariance/plot_covariance_estimation.html -
Comparison of LDA and PCA 2D projection of Iris...
[ y == i , 0 ], X_r2 [ y == i , 1 ], alpha = 0.8 , color = color...( X_r [ y == i , 0 ], X_r [ y == i , 1 ], color = color , alpha...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_lda.html