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1.6. Nearest Neighbors — scikit-learn 1.5.0 doc...
point \(C\) , then we know that points \(A\) and \(C\) are very...\[p_{i}=\sum\limits_{j \in C_i}{p_{i j}}\] where \(C_i\) is the set of...scikit-learn.org/stable/modules/neighbors.html -
LinearDiscriminantAnalysis — scikit-learn 1.5.0...
corresponds to sum_k prior_k * C_k where C_k is the covariance matrix...the samples in class k . The C_k are estimated using the (potentially...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi... -
NearestCentroid — scikit-learn 1.5.0 documentation
The predicted class C for each sample in X is returned....n_features) Test samples. Returns : C ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestCentroid.html -
set_config — scikit-learn 1.5.0 documentation
behaviour would be to print ‘SVC(C=1.0, cache_size=200, …)’ with...scikit-learn.org/stable/modules/generated/sklearn.set_config.html -
OrdinalEncoder — scikit-learn 1.5.0 documentation
(c.f. bpo-43475 ). Examples Given...into a single category, “b” and “c” are their own categories, unknown...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OrdinalEncoder.html -
SplineTransformer — scikit-learn 1.5.0 document...
order {‘C’, ‘F’}, default=’C’ Order of output array...include_bias = True , order = 'C' , sparse_output = False ) [source]...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
PolynomialFeatures — scikit-learn 1.5.0 documen...
order {‘C’, ‘F’}, default=’C’ Order of output array...include_bias = True , order = 'C' ) [source] # Generate polynomial...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html -
IncrementalPCA — scikit-learn 1.5.0 documentation
Recognition and Machine Learning” by C. Bishop, 12.2.1 p. 574 or htt...Computations, Third Edition, G. Holub and C. Van Loan, Chapter 5, section...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
Release Highlights for scikit-learn 1.0 — sciki...
or with conda: conda install - c conda - forge scikit - learn Keyword...]], columns = [ "a" , "b" , "c" ]) scalar = StandardScaler ()...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html -
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