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FeatureHasher — scikit-learn 1.7.2 documentation
FeatureHasher ( n_features = 10 ) >>> D = [{ 'dog' : 1 , 'cat'...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
SpectralEmbedding — scikit-learn 1.7.2 document...
will be set to max(n_samples/10, 1). n_jobs int, default=None...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html -
1.4. Support Vector Machines — scikit-learn 1.7...
this is extended as per [ 10 ] . Note The same probability...time to train, sometimes up to 10 times longer, as shown in [ 11...scikit-learn.org/stable/modules/svm.html -
RandomizedSearchCV — scikit-learn 1.7.2 documen...
n_iter = 10 , scoring = None , n_jobs = None...as above. n_iter int, default=10 Number of parameter settings...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
plot_kmeans_digits.py
zorder=10, ) plt.title( "K-means clustering...scikit-learn.org/stable/_downloads/5a87b25ba023ee709595b8d02049f021/plot_kmeans_digits.py -
QuantileRegressor — scikit-learn 1.7.2 document...
n_features = 10 , 2 >>> rng = np . random . RandomState...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html -
MinMaxScaler — scikit-learn 1.7.2 documentation
10 ], [ 1 , 18 ]] >>> scaler = MinMaxScaler...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html -
8.3. Generated datasets — scikit-learn 1.7.2 do...
make_hastie_10_2 generates a similar binary, 10-dimensional problem....scikit-learn.org/stable/datasets/sample_generators.html -
TSNE — scikit-learn 1.7.2 documentation
t-SNE is usually in the range [10.0, 1000.0]. If the learning rate...datasets. Nature Communications, 10(1), 1-12. [5] Kobak, D., & Berens,...scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html -
SGDOneClassSVM — scikit-learn 1.7.2 documentation
So average=10 will begin averaging after seeing 10 samples. Attributes...number of training samples (say > 10,000). Examples >>> import numpy...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDOneClassSVM.html