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9.2. Computational Performance — scikit-l...
2.1.2. Configuring Scikit-learn for...slow for your application. 9.2.2. Prediction Throughput # Another...scikit-learn.org/stable/computing/computational_performance.html -
2.6. Covariance estimation — scikit-learn...
2.6.2. Shrunk Covariance # 2.6.2.1. Basic shrinkage...ShrunkCovariance object to data. 2.6.2.2. Ledoit-Wolf shrinkage # In...scikit-learn.org/stable/modules/covariance.html -
DotProduct — scikit-learn 1.7.2 documenta...
\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 -
estimate_bandwidth — scikit-learn 1.7.2 d...
[ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...scikit-learn.org/stable/modules/generated/sklearn.cluster.estimate_bandwidth.html -
adjusted_rand_score — scikit-learn 1.7.2 ...
2 ], [ 0 , 0 , 1 , 1 ]) 0.57 ARI..., 0 , 1 , 1 ], [ 0 , 0 , 1 , 2 ]) 0.57 If classes members are...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html -
CalibratedClassifierCV — scikit-learn 1.7...
2. method {‘sigmoid’, ‘isotonic’},...Zadrozny & C. Elkan, ICML 2001 [ 2 ] Transforming Classifier Scores...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
shuffle — scikit-learn 1.7.2 documentation
[2., 1.], [1., 0.]]) >>> y array([2, 1, 0]) >>>...= np . array ([[ 1. , 0. ], [ 2. , 1. ], [ 0. , 0. ]]) >>>...scikit-learn.org/stable/modules/generated/sklearn.utils.shuffle.html -
make_low_rank_matrix — scikit-learn 1.7.2...
0 * ( i / effective_rank ) ** 2 ) The remaining singular values’...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_low_rank_matrix.html -
PoissonRegressor — scikit-learn 1.7.2 doc...
determination R^2. R^2 uses squared error and D^2 uses the deviance...() >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
SpectralEmbedding — scikit-learn 1.7.2 do...
SpectralEmbedding ( n_components = 2 , * , affinity = 'nearest_neighbors'...Parameters : n_components int, default=2 The dimension of the projected...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html