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Gradient Boosting Out-of-Bag estimates — scikit...
n_splits = None ): cv = KFold ( n_splits = n_splits ) cv_clf = ensemble...) x1 = random_state . uniform ( size = n_samples ) x2 = random_state...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
Understanding the decision tree structure — sci...
iris = load_iris () X = iris . data y = iris . target...y_test = train_test_split ( X , y , random_state = 0 ) clf = DecisionTreeClassifi...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
Feature discretization — scikit-learn 1.6.1 doc...
size = 15 , bbox = dict ( boxstyle = "round" , alpha = 0.8 ,...): name = estimator . __class__ . __name__ if name == "Pipeline"...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
Comparison of kernel ridge and Gaussian process...
label = "True signal" , linewidth = 2 , linestyle = "dashed"...), label = "Kernel ridge" , linewidth = 2 , linestyle = "dashdot"...scikit-learn.org/stable/auto_examples/gaussian_process/plot_compare_gpr_krr.html -
ensemble.rst.txt
calculated as follows: ========== ========== ========== ==========..... _ensemble: ========== Ensembles: Gradient boosting, random...scikit-learn.org/stable/_sources/modules/ensemble.rst.txt -
alter-step1-prepare.png
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alter-step2-open.png
17639795 width=1416, height=610, bitDepth=8, colorType=RGBAlpha, ...translatedKeyword=, text=<x:xmpmeta xmlns:x="adobe:ns:meta/" x:xmptk="XMP...dbflute.seasar.org/data/snapshot/intro/alter/alter-step2-open.png -
Receiver Operating Characteristic (ROC) with cr...
random_state = random_state ) tprs = [] aucs = [] mean_fpr = np . linspace...name = f "ROC fold { fold } " , alpha = 0.3 , lw = 1 , ax = ax...scikit-learn.org/stable/auto_examples/model_selection/plot_roc_crossval.html -
erflute-install-supplement-updatesite-url-snaps...
17639795 width=1704, height=1208, bitDepth=8, colorType=RGBAlpha,...translatedKeyword=, text=<x:xmpmeta xmlns:x="adobe:ns:meta/" x:xmptk="XMP...dbflute.seasar.org/data/snapshot/helper/erflute/erflute-install-supplement-updatesite-url-snapsho... -
erflute-install-dropins-macosx-snapshot.png
17639795 width=908, height=856, bitDepth=8, colorType=RGBAlpha, ...translatedKeyword=, text=<x:xmpmeta xmlns:x="adobe:ns:meta/" x:xmptk="XMP...dbflute.seasar.org/data/snapshot/helper/erflute/erflute-install-dropins-macosx-snapshot.png