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PCA — scikit-learn 1.6.1 documentation
n_components == min ( n_samples , n_features ) If n_components == 'mle'...n_components == 'mle' will interpret svd_solver == 'auto' as svd_solver...scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html -
MiniBatchKMeans — scikit-learn 1.6.1 documentation
n_clusters = 8 , * , init = 'k-means++' , max_iter = 100 , batch_size...batch_size = 1024 , verbose = 0 , compute_labels = True , random_state...scikit-learn.org/stable/modules/generated/sklearn.cluster.MiniBatchKMeans.html -
make_regression — scikit-learn 1.6.1 documentation
tail_strength = 0.5 , noise = 0.0 , shuffle = True , coef = False , random_state...n_samples = 100 , n_features = 100 , * , n_informative = 10 , n_targets...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html -
fbeta_score — scikit-learn 1.6.1 documentation
labels = None , pos_label = 1 , average = 'binary' , sample_weight...average = "macro" , zero_division = np . nan , beta = 0.5 ) 0.12......scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
Sample pipeline for text feature extraction and...
data_train = fetch_20newsgroups ( subset = "train" , categories = categories...categories , shuffle = True , random_state = 42 , remove = ( "headers"...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
4.1. Partial Dependence and Individual Conditio...
y = make_hastie_10_2 ( random_state = 0 ) >>> clf = GradientBoostingClas...n_estimators = 100 , learning_rate = 1.0 , ... max_depth = 1 , random_state...scikit-learn.org/stable/modules/partial_dependence.html -
precision_recall_fscore_support — scikit-learn ...
beta = 1.0 , labels = None , pos_label = 1 , average = None ,...warn_for = ('precision', 'recall', 'f-score') , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_fscore_support.html -
intro-IntroTop-example.png
PixelInterleaved width=973, height=490, bitDepth=8, colorType=RGB, compr...compressionMethod=deflate, filterMethod=adaptive, interlaceMethod=none RGB...dbflute.seasar.org/ja/data/model/intro/intro-IntroTop-example.png -
saflutetemplate-BaseProject-example.png
PixelInterleaved width=743, height=568, bitDepth=8, colorType=RGB, compr...compressionMethod=deflate, filterMethod=adaptive, interlaceMethod=none RGB...dbflute.seasar.org/ja/data/model/saflute/saflutetemplate-BaseProject-example.png -
saflutetemplate-SelectWizard-example.png
PixelInterleaved width=733, height=548, bitDepth=8, colorType=RGB, compr...compressionMethod=deflate, filterMethod=adaptive, interlaceMethod=none RGB...dbflute.seasar.org/ja/data/model/saflute/saflutetemplate-SelectWizard-example.png
