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SGDClassifier — scikit-learn 1.8.0 docume...
loss/||x||**2) . ‘pa2’: passive-aggressive algorithm 2, see [1]...eta = hinge_loss / (||x||**2 + 1/(2 eta0)) . Added in version...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html -
t-SNE: The effect of various perplexity values ...
2 sec circles, perplexity=50 in...n_samples = 150 n_components = 2 ( fig , subplots ) = plt . subplots...scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html -
locally_linear_embedding — scikit-learn 1...
(n_components + 1) / 2. see reference [2] modified use the modified...n_components = 2 ) >>> embedding . shape (100, 2) Gallery...scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html -
KernelCenterer — scikit-learn 1.8.0 docum...
- 2. , 2. ], ... [ - 2. , 1. , 3. ], ... [ 4. , 1. , - 2. ]]...K array([[ 9., 2., -2.], [ 2., 14., -13.], [ -2., -13., 21.]])...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.KernelCenterer.html -
OutlierMixin — scikit-learn 1.8.0 documen...
2 ], [ 2 , 3 ], [ 3 , 4 ]]) >>>...scikit-learn.org/stable/modules/generated/sklearn.base.OutlierMixin.html -
supervised_learning.rst.txt
toctree:: :maxdepth: 2 modules/linear_model modules/lda_qda.rst...scikit-learn.org/stable/_sources/supervised_learning.rst.txt -
affinity_propagation — scikit-learn 1.8.0...
2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 4...scikit-learn.org/stable/modules/generated/sklearn.cluster.affinity_propagation.html -
Release Highlights for scikit-learn 0.22 —...
2. From 1.2, use RocCurveDisplay instead....n_neighbors = 2 ) print ( imputer . fit_transform ( X )) [[1. 2. 4. ]...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.html -
make_friedman3 — scikit-learn 1.8.0 docum...
in Friedman [1] and Breiman [2]. Inputs X are 4 independent features...<= 560 * pi , 0 <= X [:, 2 ] <= 1 , 1 <= X [:, 3 ]...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman3.html -
Evaluate the performance of a classifier with C...
set_printoptions ( precision = 2 ) # Plot non-normalized confusion...n_redundant = 0 , n_classes = 2 , random_state = 42 , ) X_train...scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html