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7.1. Pipelines and composite estimators — sciki...
2. Access pipeline steps # The estimators...'select' , SelectKBest ( k = 2 )), ... ( 'clf' , LogisticRegression...scikit-learn.org/stable/modules/compose.html -
Nested versus non-nested cross-validation — sci...
This example compares non-nested and nested cross-validation strategies on a classifier of the iris data set. Nested cross-validation (CV) is often used to train a model in which hyperparameters al...scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.html -
Comparing Random Forests and Histogram Gradient...
col = 2 ) fig . add_trace ( line_trace , row = 1 , col = 2 ) fig..." ) Number of physical cores: 2 Unlike RF, HGBT models offer an...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
Plot Hierarchical Clustering Dendrogram — sciki...
This example plots the corresponding dendrogram of a hierarchical clustering using AgglomerativeClustering and the dendrogram method available in scipy. Total running time of the script:(0 minutes ...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_dendrogram.html -
Demo of DBSCAN clustering algorithm — scikit-le...
DBSCAN (Density-Based Spatial Clustering of Applications with Noise) finds core samples in regions of high density and expands clusters from them. This algorithm is good for data which contains clu...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html -
OOB Errors for Random Forests — scikit-learn 1....
The RandomForestClassifier is trained using bootstrap aggregation, where each new tree is fit from a bootstrap sample of the training observations z_i = (x_i, y_i). The out-of-bag(OOB) error is the...scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html -
Comparing Linear Bayesian Regressors — scikit-l...
This example compares two different bayesian regressors: a Automatic Relevance Determination - ARD, a Bayesian Ridge Regression. In the first part, we use an Ordinary Least Squares(OLS) model as a ...scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html -
「歌姫同士の友情」工藤静香が人気歌手と2ショット→「二人ともかっこいい」「ステキな2ショット」
「歌姫同士の友情」工藤静香が人気歌手と2ショット→「二人ともかっこいい」「ステキな2ショット」 歌手の工藤静香さんが8月3...る工藤さんの様子が収められています。 2件目と3件目では、工藤さんと倖田さんとの2ショットが公開されました。指をL字型に...www.buzzfeed.com/jp/hotoriyamashita/shizukakudo-kumikoda-0831 -
「神2ショットすぎる」なえなのが“今日好き”出演者と2ショット→「待って何このかわいい空間」「...
掲載日 3 分前 「神2ショットすぎる」なえなのが“今日好き”出演者と2ショット→「待って何このかわいい空間」「コラボ嬉しすぎる」...の愛称で知られる長浜広奈さんとの2ショットを公開し、SNSでは「コラボ嬉しすぎ」「神2ショットすぎる」などの反響を呼んでいます。...www.buzzfeed.com/jp/hotoriyamashita/naenano-ohinasama-0906 -
Ability of Gaussian process regression (GPR) to...
= ( 1e-2 , 1e3 )) + WhiteKernel ( noise_level = 1e-2 , noise_level_bounds...( - 2 , 4 , num = 80 ) noise_level = np . logspace ( - 2 , 1...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy.html