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7.2. Feature extraction — scikit-learn 1....
2.0986]}{\sqrt{\big(3^2 + 0^2 + 2.0986^2\big)}} = [...one_image , ( 2 , 2 )) >>> patches . shape (9, 2, 2, 3) >>>...scikit-learn.org/stable/modules/feature_extraction.html -
2.8. Density Estimation — scikit-learn 1....
[ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...the distribution of points. 2.8.2. Kernel Density Estimation #...scikit-learn.org/stable/modules/density.html -
1.2. Linear and Quadratic Discriminant Analysis...
\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^t...naive_bayes.GaussianNB . 1.2.2.2. LDA # LDA is a special case...scikit-learn.org/stable/modules/lda_qda.html -
8.2. Real world datasets — scikit-learn 1...
2.2. The 20 newsgroups text dataset...Ctrl + K GitHub Choose version 8.2. Real world datasets # scikit-learn...scikit-learn.org/stable/datasets/real_world.html -
confusion_matrix — scikit-learn 1.7.2 doc...
>>> y_true = [ 2 , 0 , 2 , 2 , 0 , 1 ] >>> y_pred...y_pred = [ 0 , 0 , 2 , 2 , 0 , 2 ] >>> confusion_matrix...scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html -
TimeSeriesSplit — scikit-learn 1.7.2 docu...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 ,...1] Test: index=[2] Fold 2: Train: index=[0 1 2] Test: index=[3]...scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html -
2.7. Novelty and Outlier Detection — scik...
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 -
BaseEstimator — scikit-learn 1.7.2 docume...
{'param': 2} >>> X = np . array ([[ 1 , 2 ], [ 2 , 3 ],...y ) . predict ( X ) array([2, 2, 2]) >>> estimator ....scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html -
Version 1.2 — scikit-learn 1.7.2 document...
2.2 # March 2023 Changelog # sklearn.base...GitHub Choose version Version 1.2 # For a short description of the...scikit-learn.org/stable/whats_new/v1.2.html -
ShuffleSplit — scikit-learn 1.7.2 documen...
2 , 1 , 2 , 1 , 2 ]) >>> rs = ShuffleSplit...Test: index=[5 2] Fold 1: Train: index=[4 0 2 5] Test: index=[1...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ShuffleSplit.html