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1.2. Linear and Quadratic Discriminant Analysis...
equal to \(\frac{1}{n - 1} X_k^tX_k = \frac{1}{n - 1} V S^2 V^t\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^t...scikit-learn.org/stable/modules/lda_qda.html -
MDS — scikit-learn 1.7.2 documentation
n_init will change from 4 to 1 in version 1.9. max_iter int, default=300...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html -
LassoCV — scikit-learn 1.7.2 documentation
since version 1.7: n_alphas was deprecated in 1.7 and will be...since version 1.7: alphas=None was deprecated in 1.7 and will be...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
ElasticNet — scikit-learn 1.7.2 documenta...
l1_ratio = 1 it is an L1 penalty. For 0 < l1_ratio < 1 , the...0.568], [ 0., 1.120, 0.620], [-0., -2.129, -1.128], [ 0., 23.046,...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html -
mean_pinball_loss — scikit-learn 1.7.2 do...
[ 1 , 2 , 4 ], alpha = 0.1 ) 0.3... >>>...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 On this...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html -
lars_path — scikit-learn 1.7.2 documentation
the case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y -...equation (see discussion in [1] ). Read more in the User Guide...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html -
AdaBoostClassifier — scikit-learn 1.7.2 d...
initialized with max_depth=1 . Added in version 1.2: base_estimator was...the range [1, inf) . learning_rate float, default=1.0 Weight applied...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
LogisticRegression — scikit-learn 1.7.2 d...
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights..., C = 1.0 , fit_intercept = True , intercept_scaling = 1 , class_weight...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html -
DataAccessUtils (Spring Framework 7.0.1 API)
Since: 1.0.2 Author: Juergen Hoeller Constructor...throws an exception if more than 1 element found. Parameters: results...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/dao/support/DataAcce... -
IncrementalPCA — scikit-learn 1.7.2 docum...
([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], ... [ 1 , 1 ], [...principal components, versus 1 large SVD of complexity O(n_samples...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html