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Ridge coefficients as a function of the L2 Regu...
- X \beta \|^{2}_{2} + \alpha \| \beta \|^{2}_{2}\) where \(X\)...side (e.g. \(\|y - X\beta\|^{2}_{2}\) ) measures the squared difference...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
safe_sqr — scikit-learn 1.7.0 documentation
Returns : X ** 2 element wise square Return the...safe_sqr >>> safe_sqr ([ 1 , 2 , 3 ]) array([1, 4, 9]) On this...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_sqr.html -
DistanceMetric — scikit-learn 1.7.0 documentation
HaversineDistance 2 arcsin(sqrt(sin^2(0.5*dx) + cos(x1)cos(x2)sin^2(0.5*dy)))...'euclidean' ) >>> X = [[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]] >>> Y...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
Ledoit-Wolf vs OAS estimation — scikit-learn 1....
subplot ( 2 , 1 , 2 ) plt . errorbar ( n_samples_range...shrinkage_ # plot MSE plt . subplot ( 2 , 1 , 1 ) plt . errorbar ( n_samples_range...scikit-learn.org/stable/auto_examples/covariance/plot_lw_vs_oas.html -
Changelog | DBFlute
2.2 ※Java8 2020/01/01 NEW DBFlute...Author's Blog Changelog DBFlute-1.2.9 ※Java8 2025/05/23 NEW DBFlute...dbflute.seasar.org/ja/environment/changelog/index.html -
Label Propagation digits: Demonstrating perform...
RandomState ( 2 ) indices = np . arange ( len...1.00 1.00 27 1 0.82 1.00 0.90 37 2 1.00 0.86 0.92 28 3 1.00 0.80...scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_digits.html -
Hierarchical clustering: structured vs unstruct...
2 import mpl_toolkits.mplot3d #...== l , 1 ], X [ label == l , 2 ], color = plt . cm . jet ( float...scikit-learn.org/stable/auto_examples/cluster/plot_ward_structured_vs_unstructured.html -
Multiclass Receiver Operating Characteristic (R...
This can be done in 2 different ways: the One-vs-Rest...linearly separable from the other 2; the latter are not linearly separable...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html -
Java - map() and flatMap() | DBFlute
----> | 1 | | {2, "land"} | mb.getMemberId() | 2 | | {3, "piary"}...flatMap() ----> | {103, 2, ...} | | {2, "land"} | mb.getPurchaseList()...dbflute.seasar.org/ja/manual/topic/programming/java/java8/mapandflat.html -
RadiusNeighborsRegressor — scikit-learn 1.7.0 d...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...'auto' , leaf_size = 30 , p = 2 , metric = 'minkowski' , metric_params...scikit-learn.org/stable/modules/generated/sklearn.neighbors.RadiusNeighborsRegressor.html