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  1. 1.9. Naive Bayes — scikit-learn 1.8.0 documenta...

    = P(x_i = 1 \mid y) x_i + (1 - P(x_i = 1 \mid y)) (1 - x_i)\]...\[P(x_i | y, x_1, \dots, x_{i-1}, x_{i+1}, \dots, x_n) = P(x_i | y),\]...
    scikit-learn.org/stable/modules/naive_bayes.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. 1.4. Support Vector Machines — scikit-learn 1.8...

    “0 vs 1”, “0 vs 2” , … “0 vs n”, “1 vs 2”, “1 vs 3”, “1 vs n”,...X = [[ 0 , 0 ], [ 1 , 1 ]] >>> y = [ 0 , 1 ] >>> clf = svm ....
    scikit-learn.org/stable/modules/svm.html
    Mon Mar 23 20:39:20 UTC 2026
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  3. 移行 1.0.5G to 1.0.5H | DBFlute

    SiteMap | Author's Blog 移行 1.0.5G to 1.0.5H お約束の注意点 環境上の注意点 実装上の注意点...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate105Gto105H.html
    Thu May 28 16:23:58 UTC 2026
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  4. 移行 1.0.5J to 1.0.5K | DBFlute

    SiteMap | Author's Blog 移行 1.0.5J to 1.0.5K お約束の注意点 環境上の注意点 実装上の注意点...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate105Jto105K.html
    Thu May 28 16:23:58 UTC 2026
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  5. 1.7. Gaussian Processes — scikit-learn 1.8.0 do...

    1.7.3. GPC examples # 1.7.3.1. Probabilistic predictions...features exceeds a few dozens. 1.7.1. Gaussian Process Regression...
    scikit-learn.org/stable/modules/gaussian_process.html
    Mon Mar 23 20:39:21 UTC 2026
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  6. Release Highlights for scikit-learn 1.2 — sciki...

    189830 -1.973554 2.0 1.0 33 -0.416010 2.630382 0.0 1.0 107 1.765012...-0.362176 4.0 3.0 7 -1.021849 0.788808 1.0 1.0 Interaction constraints...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_2_0.html
    Mon Mar 23 20:39:21 UTC 2026
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  7. Version 1.5 — scikit-learn 1.8.0 documentation

    Version 1.5.1 # July 2024 Changes impacting...be dropped in scikit-learn 1.6. The 1.5.x releases will support...
    scikit-learn.org/stable/whats_new/v1.5.html
    Tue Mar 17 03:44:36 UTC 2026
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  8. 1.17. Neural network models (supervised) — scik...

    [ 1. , 1. ]] >>> y = [[ 0 , 1 ], [ 1 , 1 ]] >>> clf...= [[ 0. , 0. ], [ 1. , 1. ]] >>> y = [ 0 , 1 ] >>> clf = MLPClassifier...
    scikit-learn.org/stable/modules/neural_networks_supervised.html
    Mon Mar 23 20:39:21 UTC 2026
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  9. Version 1.2 — scikit-learn 1.8.0 documentation

    is deprecated in 1.2.1 and will be removed in 1.5. Instead, import...raised in version 1.2 when min_sample_split=1 . #25744 by Jérémie...
    scikit-learn.org/stable/whats_new/v1.2.html
    Tue Mar 17 03:44:36 UTC 2026
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  10. 1.5. Stochastic Gradient Descent — scikit-learn...

    [ 1. , 1. ]] >>> y = [ 0 , 1 ] >>> clf = SGDClassifier...\Vert^2 + b\nu + \frac{1}{n} \sum_{i=1}^n \max(0, 1 - (\langle w, x_i...
    scikit-learn.org/stable/modules/sgd.html
    Mon Mar 23 20:39:20 UTC 2026
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