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OAS — scikit-learn 1.5.2 documentation
formula (23) states that 2/p (p being the number of features)...because for a large p, the value of 2/p is so small that it doesn’t...scikit-learn.org/stable/modules/generated/sklearn.covariance.OAS.html -
roc_curve — scikit-learn 1.5.2 documentation
2 , 2 ]) >>> scores = np . array ([...Returns : fpr ndarray of shape (>2,) Increasing false positive rates...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html -
TransformerMixin — scikit-learn 1.5.2 documenta...
2 ], [ 2 , 3 ], [ 3 , 4 ]] >>> transformer...scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html -
RandomizedSearchCV — scikit-learn 1.5.2 documen...
2 0.84 … 3 ‘rbf’ 0.3 0.70 … 2 will be represented...verbose = 0 , pre_dispatch = '2*n_jobs' , random_state = None...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
DecisionTreeClassifier — scikit-learn 1.5.2 doc...
min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html -
Kernel — scikit-learn 1.5.2 documentation
length_scale = 2.0 ) >>> X = np . array ([[ 1 , 2 ], [ 3 , 4 ]])..., X if Y is None else Y ) ** 2 ... def diag ( self , X ): ......scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Kernel.html -
AgglomerativeClustering — scikit-learn 1.5.2 do...
2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 4...AgglomerativeCluster ( n_clusters = 2 , * , metric = 'euclidean' , memory...scikit-learn.org/stable/modules/generated/sklearn.cluster.AgglomerativeClustering.html -
CalibratedClassifierCV — scikit-learn 1.5.2 doc...
2. method {‘sigmoid’, ‘isotonic’},...Zadrozny & C. Elkan, ICML 2001 [ 2 ] Transforming Classifier Scores...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
rand_score — scikit-learn 1.5.2 documentation
of Classification 2, 193–218 (1985). . [ 2 ] Wikipedia: Simple...predicted and true clusterings [1] [2] . The raw RI score [3] is: RI...scikit-learn.org/stable/modules/generated/sklearn.metrics.rand_score.html -
2.7. Novelty and Outlier Detection — scikit-lea...
2.7.2. Novelty Detection # Consider...Species distribution modeling 2.7.2.1. Scaling up the One-Class...scikit-learn.org/stable/modules/outlier_detection.html