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Older Versions — scikit-learn 1.8.0 docum...
flyingimmidev 2 Francois Savard 2 Hannes Schulz 2 Peter Welinder 2 Yaroslav...Losi 2 Charles McCarthy 2 Roy Hyunjin Han 2 Scott White 2 ibayer...scikit-learn.org/stable/whats_new/older_versions.html -
NuSVR — scikit-learn 1.8.0 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...for Support Vector Machines [ 2 ] Platt, John (1999). “Probabilistic...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
Comparison of kernel ridge regression and SVR &...
logspace ( - 2 , 2 , 5 )}, ) kr = GridSearchCV..., 1e-2 , 1e-3 ], "gamma" : np . logspace ( - 2 , 2 ,...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
ExpSineSquared — scikit-learn 1.8.0 docum...
\text{exp}\left(- \frac{ 2\sin^2(\pi d(x_i, x_j)/p) }{ l^ 2} \right)\] where...>>> gpr . predict ( X [: 2 ,:], return_std = True ) (array([425.6,...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.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 -
inplace_csr_row_normalize_l1 — scikit-lea...
2 , 3 ]) >>> data = np . array ([ 1.0 , 2.0 , 3.0...>>> indptr = np . array ([ 0 , 2 , 3 , 4 ]) >>> indices...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs_fast.inplace_csr_row_normaliz... -
Effect of varying threshold for self-training &...
capsize = 2 , color = "b" ) ax1.... std ( axis = 1 ), capsize = 2 , color = "g" , ) ax2...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.html -
The Johnson-Lindenstrauss bound for embedding w...
v\|^2 < \|p(u) - p(v)\|^2 < (1 + eps) \|u - v\|^2\] Where...\geq 4 log(n\_samples) / (eps^2 / 2 - eps^3 / 3)\] The first plot...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
Version 0.13 — scikit-learn 1.8.0 documen...
Dickerson 2 ApproximateIdentity 2 John Benediktsson 2 Mark Veronda...Veronda 2 Matti Lyra 2 Mikhail Korobov 2 Xinfan Meng 1 Alejandro...scikit-learn.org/stable/whats_new/v0.13.html -
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