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  1. make_hastie_10_2 — scikit-learn 1.8.0 doc...

    2. The ten features are standard...= 1 if np . sum ( X [ i ] ** 2 ) > 9.34 else - 1 Read more...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html
    Mon Jan 26 11:09:12 GMT 2026
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  2. 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
    Mon Jan 26 11:09:14 GMT 2026
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  3. 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
    Mon Jan 26 11:09:12 GMT 2026
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  4. 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
    Mon Jan 26 14:16:29 GMT 2026
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  5. 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...
    Mon Jan 19 11:28:23 GMT 2026
      13.3K bytes
     
  6. 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
    Mon Jan 26 02:18:22 GMT 2026
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  7. 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
    Mon Jan 26 11:09:17 GMT 2026
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  8. 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
    Mon Jan 26 11:09:17 GMT 2026
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  9. 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
    Mon Jan 26 14:16:33 GMT 2026
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  10. Understanding the decision tree structure &#821...

    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
    Mon Jan 26 11:09:12 GMT 2026
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