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dcg_score — scikit-learn 1.8.0 documentation
asarray ([[ 1 , 0 , 0 , 0 , 1 ]]) >>> # by...to have a score between 0 and 1. References Wikipedia entry for...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html -
mean_tweedie_deviance — scikit-learn 1.8....
power = 1 ) 1.4260... Gallery examples # Tweedie...power <= 0 or power >= 1. The higher p the less weight...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_tweedie_deviance.html -
FunctionTransformer — scikit-learn 1.8.0 ...
Added in version 1.1. kw_args dict, default=None Dictionary...) array([[0. , 0.6931], [1.0986, 1.3862]]) fit ( X , y = None...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
log_loss — scikit-learn 1.8.0 documentation
p) = -(y \log (p) + (1 - y) \log (1 - p))\] Read more in the..."spam" ], ... [[ .1 , .9 ], [ .9 , .1 ], [ .8 , .2 ], [ .35...scikit-learn.org/stable/modules/generated/sklearn.metrics.log_loss.html -
dict_learning_online — scikit-learn 1.8.0...
1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...heuristics. Added in version 1.1. return_code bool, default=True...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning_online.html -
Decision Tree Regression — scikit-learn 1...
RandomState ( 1 ) X = np . sort ( 5 * rng . rand ( 80 , 1 ), axis =...feature. - 1: monotonic increase - 0: no constraint - -1: monotonic...scikit-learn.org/stable/auto_examples/tree/plot_tree_regression.html -
BayesianGaussianMixture — scikit-learn 1....
array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 4 , 2 ], [...mixtures”. Bayesian analysis 1.1 Examples >>> import...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
Plot classification probability — scikit-...
GaussianProcessClass ( kernel = 1.0 * RBF ([ 1.0 , 1.0 ])), "Logistic...LogisticRegression ( C = 0.1 ), "Logistic regression \n (C=1)" : LogisticRegression...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html -
Underfitting vs. Overfitting — scikit-lea...
subplot ( 1 , len ( degrees ), i + 1 ) plt . setp ( ax...function (polynomial with degree 1) is not sufficient to fit the...scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html -
randomized_range_finder — scikit-learn 1....
array ([[ 1 , 2 , 3 ], [ 4 , 5 , 6 ], [ 7...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_range_finder.html