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1.4. Support Vector Machines — scikit-learn 1.5...
sets the parameter C of class class_label to C * value . The figure...sets the parameter C for the i-th example to C * sample_weight[i]...scikit-learn.org/stable/modules/svm.html -
Installing the development version of scikit-le...
10 A C/C++ compiler and a matching OpenMP...instructions to install a working C/C++ compiler with OpenMP support...scikit-learn.org/dev/developers/advanced_installation.html -
Model selection: choosing estimators and their ...
"c" , "c" , "c" , "c" , "c" ] >>> k_fold = KFold...True ) >>> svc = svm . SVC ( C = 1 , kernel = 'linear' ) >>>...scikit-learn.org/stable/tutorial/statistical_inference/model_selection.html -
Installing the development version of scikit-le...
8 A C/C++ compiler and a matching OpenMP...instructions to install a working C/C++ compiler with OpenMP support...scikit-learn.org/stable/developers/advanced_installation.html -
sklearn.svm.NuSVR — scikit-learn 1.4.2 document...
C float, default=1.0 Penalty parameter C of the error...sklearn.svm. NuSVR ( * , nu = 0.5 , C = 1.0 , kernel = 'rbf' , degree...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
2.3. Clustering — scikit-learn 1.5.0 documentation
\sum_{q=1}^k n_q (c_q - c_E) (c_q - c_E)^T\] with \(C_q\) the set of...\[\begin{split}C = \left[\begin{matrix} C_{00} & C_{01} \\ C_{10} & C_{11}...scikit-learn.org/stable/modules/clustering.html -
1.8. Cross decomposition — scikit-learn 1.5.0 d...
the cross-covariance matrix \(C = X_k^T Y_k\) . \(u_k\) and \(v_k\)...u_k\) and \(\omega_k = Y_k v_k\) c) Regress \(X_k\) on \(\xi_k\)...scikit-learn.org/stable/modules/cross_decomposition.html -
7.4. Loading other datasets — scikit-learn 1.5....
target ) array(['c-CS-m', 'c-CS-s', 'c-SC-m', 'c-SC-s', 't-CS-m',...2015 **Please cite**: Higuera C, Gardiner KJ, Cios KJ (2015) Self-Organizing...scikit-learn.org/stable/datasets/loading_other_datasets.html -
SVC — scikit-learn 1.5.0 documentation
the parameter C of class i to class_weight[i]*C for SVC. If not...class sklearn.svm. SVC ( * , C = 1.0 , kernel = 'rbf' , degree...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
confusion_matrix — scikit-learn 1.5.0 documenta...
a confusion matrix \(C\) is such that \(C_{i, j}\) is equal to...negatives is \(C_{0,0}\) , false negatives is \(C_{1,0}\) , true...scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html