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PairwiseKernel — scikit-learn 1.8.0 docum...
predict_proba ( X [: 2 ,:]) array([[0.8880, 0.05663,...bounds ndarray of shape (n_dims, 2) The log-transformed bounds on...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.PairwiseKernel.html -
Early stopping in Gradient Boosting — sci...
axes [ 2 ] . bar ( labels , training_times ) axes [ 2 ] . set_ylabel...axes [ 2 ] . text ( bar . get_x () + bar . get_width () / 2 , height...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html -
PolynomialFeatures — scikit-learn 1.8.0 d...
degree-2 polynomial features are [1, a, b, a^2, ab, b^2]. Read...etc. excluded: x[0] ** 2 , x[0] ** 2 * x[1] , etc. include_bias...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html -
adjusted_rand_score — scikit-learn 1.8.0 ...
2 ], [ 0 , 0 , 1 , 1 ]) 0.57 ARI..., 0 , 1 , 1 ], [ 0 , 0 , 1 , 2 ]) 0.57 If classes members are...scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html -
Release Highlights for scikit-learn 1.3 —...
gamma ( shape = 2 , scale = np . exp ( X @ coef ) / 2 ) gbdt = HistGradientBoosting...] * 30 + [ 20.4 ] * 20 + [ 21.2 ] * 38 enc = TargetEncoder ( random_state...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
KDTree — scikit-learn 1.8.0 documentation
leaf_size <= n_points <= 2 * leaf_size , except in the case...standard Euclidean distance when p = 2. A list of valid metrics for KDTree...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KDTree.html -
Visualizing the stock market structure — ...
2.7825594 , 5.27499706, 10. ]))...versionadded:: 1.3 np.float64(2....049250313e-16) assume_centered...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
Subscriptions | Elastic Stack Products & Su...
2 Platinum Enterprise Gold (Discontinued)...Encryption at rest support FIPS 140-2 mode Advanced security for remote...www.elastic.co/subscriptions -
1.7. Gaussian Processes — scikit-learn 1....
log-transformed [[ -inf 2.30258509] [ -inf 2.30258509] [ -inf 2.30258509]]...\left(1 + \frac{d(x_i, x_j)^2}{2\alpha l^2}\right)^{-\alpha}\] The...scikit-learn.org/stable/modules/gaussian_process.html -
mutual_info_classif — scikit-learn 1.8.0 ...
[ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_classif.html