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2.3. Clustering — scikit-learn 1.7.2 documentation
2 , 2 , 2 , 2 ] >>> metrics . adjusted_mutual_info_score...labels_pred = [ 1 , 1 , 0 , 0 , 2 , 2 , 2 , 2 ] >>> metrics . fowlkes_mallows_score...scikit-learn.org/stable/modules/clustering.html -
1.7. Gaussian Processes — scikit-learn 1.7.2 do...
log-transformed [[ -inf 2.30258509] [ -inf 2.30258509] [ -inf 2.30258509]]...\left(1 + \frac{d(x_i, x_j)^2}{2\alpha l^2}\right)^{-\alpha}\] The...scikit-learn.org/stable/modules/gaussian_process.html -
Perceptron — scikit-learn 1.7.2 documentation
n_features) if n_classes == 2 else (n_classes, n_features) Weights...of shape (1,) if n_classes == 2 else (n_classes,) Constants in...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
LinearSVC — scikit-learn 1.7.2 documentation
n_features) if n_classes == 2 else (n_classes, n_features) Weights...of shape (1,) if n_classes == 2 else (n_classes,) Constants in...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html -
get_scorer — scikit-learn 1.7.2 documentation
2 ], ( - 1 , 1 )) >>> y = np . array...scikit-learn.org/stable/modules/generated/sklearn.metrics.get_scorer.html -
partial_dependence — scikit-learn 1.7.2 documen...
2. feature_names array-like of shape...dataframe. Added in version 1.2. response_method {‘auto’, ‘predict_proba’,...scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html -
2.5. Decomposing signals in components (matrix ...
o)}{2} ||H||_{\mathrm{Fro}} ^ 2) * n\_samples\] 2.5.7.2. NMF...2009 2.5.2. Kernel Principal Component Analysis (kPCA) # 2.5.2.1....scikit-learn.org/stable/modules/decomposition.html -
2.9. Neural network models (unsupervised) — sci...
version 2.9. Neural network models (unsupervised) # 2.9.1. Restricted...Gibbs sampling for inference. 2.9.1.2. Bernoulli Restricted Boltzmann...scikit-learn.org/stable/modules/neural_networks_unsupervised.html -
cross_val_predict — scikit-learn 1.7.2 document...
pre_dispatch = '2*n_jobs' , method = 'predict' )...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html -
cross_val_score — scikit-learn 1.7.2 documentation
pre_dispatch = '2*n_jobs' , error_score = nan )...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html