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1.13. Feature selection — scikit-learn 1.5.2 do...
2. Univariate feature selection...SelectKBest ( f_classif , k = 2 ) . fit_transform ( X , y ) >>>...scikit-learn.org/stable/modules/feature_selection.html -
Demo of HDBSCAN clustering algorithm — scikit-l...
2 , 0.35 , 1.35 , 1.35 ], random_state...fig , axes = plt . subplots ( 2 , 1 , figsize = ( 10 , 8 )) params...scikit-learn.org/stable/auto_examples/cluster/plot_hdbscan.html -
Features in Histogram Gradient Boosting Trees —...
showcasing all points except 2 and 6 in a real life setting...."recorded average" , linewidth = 2 , ax = ax ) for idx , max_iter...scikit-learn.org/stable/auto_examples/ensemble/plot_hgbt_regression.html -
1. Metadata Routing — scikit-learn 1.5.2 docume...
2 , size = n_samples ) >>> my_groups...of its underlying objects. 1.1.2. Weighted scoring and unweighted...scikit-learn.org/stable/metadata_routing.html -
Plot the support vectors in LinearSVC — scikit-...
centers = 2 , random_state = 0 ) plt . figure...support_vector_indices ] plt . subplot ( 1 , 2 , i + 1 ) plt . scatter ( X [:,...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
Permutation Importance with Multicollinear or C...
n_jobs = 2 ) perm_sorted_idx = result . importances_mean...score ( X_test , y_test ) : .2 } " ) Baseline accuracy on test...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Column Transformer with Heterogeneous Data Sour...
We will only use posts from 2 categories to speed up running...empty ( shape = ( len ( posts ), 2 ), dtype = object ) for i , text...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
nan_euclidean_distances — scikit-learn 1.5.2 do...
is: \[\sqrt{\frac{4}{2}((3-1)^2 + (6-5)^2)}\] If all the coordinates...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.nan_euclidean_distances.html -
Underfitting vs. Overfitting — scikit-learn 1.5...
ylim (( - 2 , 2 )) plt . legend ( loc = "best"...scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html -
Australian Teenager Gout Gout Wins 100 Meter Ra...
2 seconds makes it clear that he's...Australia who ran 100m in 10.2 seconds this year. Found the footage—...digg.com/digg-vids/link/gout-gout-australian-runner-vid