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make_hastie_10_2 — scikit-learn 1.8.0 doc...
scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
oas — scikit-learn 1.8.0 documentation
formula (23) states that 2/p (p being the number of features)...because for a large p, the value of 2/p is so small that it doesn’t...scikit-learn.org/stable/modules/generated/oas-function.html -
Illustration of Gaussian process classification...
2 ) Y = np . logical_xor ( X [:,...DotProduct ( sigma_0 = 1.0 ) ** 2 ] for i , kernel in enumerate...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_xor.html -
DotProduct — scikit-learn 1.8.0 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 -
plot_release_highlights_1_8_0.ipynb
2, 2)\nx2, y2 = S_scaling.T\nax2.scatter(x2,...complexity compared to\n`O(n**2)` previously, which allows to...scikit-learn.org/stable/_downloads/826f1a05a1b6ad38fb98368f39e30aa6/plot_release_highlights_1_8_0... -
Vector search in Elasticsearch: The rationale b...
2) Searches need to combine results...Content ML Research AI January 2, 2026 Automating log parsing in...www.elastic.co/search-labs/blog/vector-search-elasticsearch-rationale -
Successive Halving Iterations — scikit-le...
"min_samples_split" : randint ( 2 , 11 ), "bootstrap"...param_distributions = param_dist , factor = 2 , random_state = rng ) rsh . fit...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
Agglomerative clustering with different metrics...
waveforms (waveform 1 and waveform 2) are proportional one to the other....not separate out waveform 1 and 2. We add observation noise to these...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html -
LocalOutlierFactor — scikit-learn 1.8.0 d...
array([[2]])) As you can see, it returns [[0.5]], and [[2]], which..., metric = 'minkowski' , p = 2 , metric_params = None , contamination...scikit-learn.org/stable/modules/generated/sklearn.neighbors.LocalOutlierFactor.html -
Understanding the decision tree structure ̵...
3] = 2.4) > 0.800000011920929) decision node 2 : (X_test[0,...min_samples_split: int or float, default=2 The minimum number of samples...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html