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2.4. Biclustering — scikit-learn 1.5.2 document...
2 ]) >>> data [ rows , columns ] array([[ 1, 2], [21,...as follows: \[A_n = R^{-1/2} A C^{-1/2}\] Where \(R\) is the diagonal...scikit-learn.org/stable/modules/biclustering.html -
GroupKFold — scikit-learn 1.5.2 documentation
Fold 0: Train: index=[2 3], group=[2 2] Test: index=[0 1 4 5],...group=[0 0 3 3] Test: index=[2 3], group=[2 2] get_metadata_routing...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupKFold.html -
3.2. Tuning the hyper-parameters of an estimato...
17 // 2 = 8 24 * 2 = 48 8 // 2 = 4 48 * 2 = 96 4 // 2 = 2 We can...(=n_candidates) 3 * 2 = 6 70 // 2 = 35 6 * 2 = 12 35 // 2 = 17 12 * 2 = 24 17...scikit-learn.org/stable/modules/grid_search.html -
ElasticNetCV — scikit-learn 1.5.2 documentation
objective is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...it is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
PowerTransformer — scikit-learn 1.5.2 documenta...
2 ], [ 3 , 2 ], [ 4 , 5 ]] >>> print...X < 0 and lambda_ != 2 : X = 1 - ( - ( 2 - lambda_ ) * X_trans...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PowerTransformer.html -
NMF — scikit-learn 1.5.2 documentation
||H||_{Fro}^2\end{aligned}\end{align} \] Where: \(||A||_{Fro}^2 = \sum_{i,j}...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html -
DotProduct — scikit-learn 1.5.2 documentation
\sigma_0^2)\) on the bias. The DotProduct...of the kernel. For \(\sigma_0^2 =0\) , the kernel is called the...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.DotProduct.html -
1.2. Linear and Quadratic Discriminant Analysis...
\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^t...naive_bayes.GaussianNB . 1.2.2.2. LDA # LDA is a special case...scikit-learn.org/stable/modules/lda_qda.html -
RandomizedSearchCV — scikit-learn 1.5.2 documen...
2 0.84 … 3 ‘rbf’ 0.3 0.70 … 2 will be represented...verbose = 0 , pre_dispatch = '2*n_jobs' , random_state = None...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
4.2. Permutation feature importance — scikit-le...
2.2. Relation to impurity-based importance...Back to top Ctrl + K GitHub 4.2. Permutation feature importance...scikit-learn.org/stable/modules/permutation_importance.html