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1.8. Cross decomposition — scikit-learn 1.4.2 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 -
Regularization path of L1- Logistic Regression ...
coefs_ = [] for c in cs : clf . set_params ( C = c ) clf . fit (...sklearn.svm import l1_min_c cs = l1_min_c ( X , y , loss = "log"...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_path.html -
Plot multi-class SGD on the iris dataset — scik...
x0 * coef [ c , 0 ]) - intercept [ c ]) / coef [ c , 1 ] plt ....for colormapping provided via 'c'. Parameters 'cmap' will be ignored...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_iris.html -
1.9. Naive Bayes — scikit-learn 1.4.2 documenta...
to class \(c\) , \(N_{c} = |\{ j \in J\mid y_j = c\}|\) is the...\sum_{j:y_j \neq c} d_{ij}} {\alpha + \sum_{j:y_j \neq c} \sum_{k} d_{kj}}\\w_{ci}...scikit-learn.org/stable/modules/naive_bayes.html -
6.8. Pairwise metrics, Affinities and Kernels —...
c ) <= d ( a , b ) + d ( b , c ), the triangle...d(a, b) such that d(a, b) < d(a, c) if objects a and b are considered...scikit-learn.org/stable/modules/metrics.html -
Plot classification boundaries with different S...
the C parameter is set to its default value ( C=1 ) in this...is applied with the parameter C=1 , which allows for a certain...scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html -
grid_search.rst.txt
= [ {'C': [1, 10, 100, 1000], 'kernel': ['linear']}, {'C': [1,...classes. Typical examples include ``C``, ``kernel`` and ``gamma`` for...scikit-learn.org/stable/_sources/modules/grid_search.rst.txt -
Installing scikit-learn — scikit-learn 1.4.2 do...
for instance: C : \ Users \ username > C : \ Users \ username...conda create -n sklearn-env -c conda-forge scikit-learn conda...scikit-learn.org/stable/install.html -
Comparing various online solvers — scikit-learn...
C = 1.0 , tol = 1e-4 ), ), ( "Passive-Aggressive...110 , loss = "squared_hinge" , C = 1.0 , tol = 1e-4 ), ), ( "SAG"...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_comparison.html -
Custom refit strategy of a grid search with cro...
"C" : [ 1 , 10 , 100 , 1000 ]}, {...{ "kernel" : [ "linear" ], "C" : [ 1 , 10 , 100 , 1000 ]}, ]...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html