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classification_report — scikit-learn 1.7.0 docu...
structure: { 'label 1' : { 'precision' : 0.5 , 'recall' : 1.0 , 'f1-score'...target_names = [ 'class 0' , 'class 1' , 'class 2' ] >>> print (...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
Version 0.18 — scikit-learn 1.7.0 documentation
options are available: 'none', 'LU' and 'QR' . #5141 by Giorgio Patrini...available at the key 'mean_time' and 'std_time' respectively. Changelog...scikit-learn.org/stable/whats_new/v0.18.html -
Principal Component Analysis (PCA) on Iris Data...
dict_keys(['data', 'target', 'frame', 'target_names', 'DESCR', 'feature_names',...'feature_names', 'filename', 'data_module']) Plot of pairs of features...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_iris.html -
Version 0.21 — scikit-learn 1.7.0 documentation
init = 'nndsvd' , init = 'nndsvda' , and init = 'nndsvdar' are allowed...depending on the 'multiclass' and 'penalty' parameters (regression...scikit-learn.org/stable/whats_new/v0.21.html -
RidgeCV — scikit-learn 1.7.0 documentation
gcv_mode {‘auto’, ‘svd’, ‘eigen’}, default=’auto’ Flag indicating...Cross-Validation. Options are: 'auto' : use 'svd' if n_samples > n_features...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
2.8. Density Estimation — scikit-learn 1.7.0 do...
KernelDensity ( kernel = 'gaussian' , bandwidth = 0.2 ) . fit...Here we have used kernel='gaussian' , as seen above. Mathematically,...scikit-learn.org/stable/modules/density.html -
model_evaluation.rst.txt
terms ''positive'' and ''negative'' refer to the classifier's prediction,...prediction, and the terms ''true'' and ''false'' refer to whether that...scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
Birds, drawn. | MetaFilter
static_server = 'dha92jo6cen2v.cloudfront.net', icons_url = '//' + static_server...static_server + '/images/icons.svg'; var xhr = new XMLHttpRequest();...www.metafilter.com/198901/Birds-drawn -
CalibrationDisplay — scikit-learn 1.7.0 documen...
strategy {‘uniform’, ‘quantile’}, default=’uniform’ Strategy used...strategy {‘uniform’, ‘quantile’}, default=’uniform’ Strategy used...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html -
QuantileRegressor — scikit-learn 1.7.0 document...
solver {‘highs-ds’, ‘highs-ipm’, ‘highs’, ‘interior-point’, ‘revised...‘revised simplex’}, default=’highs’ Method used by scipy.optimize.linprog...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html