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1.9. Naive Bayes — scikit-learn 1.7.2 documenta...
random_state = 0 ) >>> gnb = GaussianNB () >>> y_pred = gnb . fit...\[P(x_i \mid y) = P(x_i = 1 \mid y) x_i + (1 - P(x_i = 1 \mid y))...scikit-learn.org/stable/modules/naive_bayes.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.7....
copy = True , fit_intercept = True , max_iter = None , cv = None..., y = make_regression ( n_features = 100 , n_informative = 10...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
1.7. Gaussian Processes — scikit-learn 1.7.2 do...
for the WhiteKernel ): k(X) == K(X, Y=X) If only the diagonal of...bounds=array([[ 0., 10.]]), n_elements=1, fixed=False) Hyper...scikit-learn.org/stable/modules/gaussian_process.html -
Compare Stochastic learning strategies for MLPC...
) mlp = MLPClassifier ( random_state = 0 , max_iter = max_iter...make_circles ( noise = 0.2 , factor = 0.5 , random_state = 1 ), datasets...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_training_curves.html -
192x192.png
35285816 width=192, height=192, bitDepth=8, colorType=RGBAlpha, ...compressionMethod=deflate, filterMethod=adaptive, interlaceMethod=none RGB...www.digg.com/favicon/192x192.png -
apple-touch-icon.png
35285816 width=180, height=180, bitDepth=8, colorType=RGBAlpha, ...compressionMethod=deflate, filterMethod=adaptive, interlaceMethod=none RGB...www.elastic.co/apple-touch-icon.png -
1.2. Linear and Quadratic Discriminant Analysis...
\mathcal{R}^d\) : \[P(y=k | x) = \frac{P(x | y=k) P(y=k)}{P(x)} = \frac{P(x...P(y=k | x) &= \log P(x | y=k) + \log P(y = k) + Cst \\ &= -\frac{1}{2}...scikit-learn.org/stable/modules/lda_qda.html -
l1_min_c — scikit-learn 1.7.2 documentation
y = make_classification ( n_samples = 100 , n_features = 20...y , * , loss = 'squared_hinge' , fit_intercept = True , intercept_scaling...scikit-learn.org/stable/modules/generated/sklearn.svm.l1_min_c.html -
selectByPKValue(pk) | DBFlute
dbflute.seasar.org/ja/manual/function/ormapper/behavior/select/selectbypkvalue.html -
GenericUnivariateSelect — scikit-learn 1.7.2 do...
score_func=<function f_classif> , * , mode='percentile' , param=1e-05...chi2 >>> X , y = load_breast_cancer ( return_X_y = True ) >>> X...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html