01895nam0 22004333i 450 VAN024852720230529094919.668N978365829591220220725d2020 |0itac50 baengDE|||| |||||Improved Classification Rates for Localized Algorithms under Margin ConditionsIngrid Karin BlaschzykWiesbadenSpringer Spektrum2020126 p.ill.24 cmVAN0248528Improved Classification Rates for Localized Algorithms under Margin Conditions298359962-XXStatistics [MSC 2020]VANC022998MF62H30Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020]VANC028931MFClassificationKW:KGaussian KernelKW:KHinge LossKW:KHistogram RuleKW:KLearning RatesKW:KLocalized SVMsKW:KOracle inequalityKW:KSpatial DecompositionKW:KSupport Vector MachinesKW:KTsybakov NoiseKW:KDEWiesbadenVANL000457BlaschzykIngrid K.VANV2034521268478Springer <editore>VANV108073650ITSOL20240614RICAhttp://doi.org/10.1007/978-3-658-29591-2E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0248527BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4511 08eMF4511 20220725 Improved Classification Rates for Localized Algorithms under Margin Conditions2983599UNICAMPANIA