FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2608889590> ?p ?o ?g. }

• W2608889590 abstract "We consider the statistical problem of binary classification, which means attaching a random observation $X$ from a separable metric space $E$ to one of the two classes, 0 or 1. We prove that the consistent estimation of conditional probability $p(X)= mathsf {P}(Y=1 mid X)$ , where $Y$ is the true class of $X$ , is equivalent to the consistency of a class of empirical classifiers. We then investigate for what classes $P$ there exist an estimate $hat p$ that is consistent uniformly in $pin P$ . We show that this holds if and only if $P$ is a totally bounded subset of $L^{1}(E,mu )$ , where $mu $ is the distribution of $X$ . In the case, where $E$ is countable, we give a complete characterization of classes $Pi $ , allowing consistent estimation of $p$ , uniform in $(mu ,p)in Pi $ ." @default.
• W2608889590 created "2017-05-05" @default.
• W2608889590 creator A5067659103 @default.
• W2608889590 creator A5088504160 @default.
• W2608889590 creator A5090064925 @default.
• W2608889590 date "2017-06-01" @default.
• W2608889590 modified "2023-09-23" @default.
• W2608889590 title "Conditions for Existence of Uniformly Consistent Classifiers" @default.
• W2608889590 cites W1460189015 @default.
• W2608889590 cites W1579616887 @default.
• W2608889590 cites W2003473111 @default.
• W2608889590 cites W2007932514 @default.
• W2608889590 cites W2010419919 @default.
• W2608889590 cites W2013843330 @default.
• W2608889590 cites W2034106324 @default.
• W2608889590 cites W2043924211 @default.
• W2608889590 cites W2045961682 @default.
• W2608889590 cites W2048105059 @default.
• W2608889590 cites W2058203079 @default.
• W2608889590 cites W2059507684 @default.
• W2608889590 cites W2094164738 @default.
• W2608889590 cites W2147261011 @default.
• W2608889590 cites W2262109852 @default.
• W2608889590 cites W2296084707 @default.
• W2608889590 cites W2904210120 @default.
• W2608889590 cites W3122561210 @default.
• W2608889590 doi "https://doi.org/10.1109/tit.2017.2696961" @default.
• W2608889590 hasPublicationYear "2017" @default.
• W2608889590 type Work @default.
• W2608889590 sameAs 2608889590 @default.
• W2608889590 citedByCount "0" @default.
• W2608889590 crossrefType "journal-article" @default.
• W2608889590 hasAuthorship W2608889590A5067659103 @default.
• W2608889590 hasAuthorship W2608889590A5088504160 @default.
• W2608889590 hasAuthorship W2608889590A5090064925 @default.
• W2608889590 hasBestOaLocation W26088895902 @default.
• W2608889590 hasConcept C105795698 @default.
• W2608889590 hasConcept C110121322 @default.
• W2608889590 hasConcept C110729354 @default.
• W2608889590 hasConcept C111919701 @default.
• W2608889590 hasConcept C114614502 @default.
• W2608889590 hasConcept C118615104 @default.
• W2608889590 hasConcept C122123141 @default.
• W2608889590 hasConcept C134306372 @default.
• W2608889590 hasConcept C149441793 @default.
• W2608889590 hasConcept C154945302 @default.
• W2608889590 hasConcept C162324750 @default.
• W2608889590 hasConcept C171250308 @default.
• W2608889590 hasConcept C176217482 @default.
• W2608889590 hasConcept C192562407 @default.
• W2608889590 hasConcept C198043062 @default.
• W2608889590 hasConcept C21547014 @default.
• W2608889590 hasConcept C2776436953 @default.
• W2608889590 hasConcept C2777212361 @default.
• W2608889590 hasConcept C2778572836 @default.
• W2608889590 hasConcept C2780841128 @default.
• W2608889590 hasConcept C33923547 @default.
• W2608889590 hasConcept C34388435 @default.
• W2608889590 hasConcept C41008148 @default.
• W2608889590 hasConcept C43555835 @default.
• W2608889590 hasConcept C48372109 @default.
• W2608889590 hasConcept C70710897 @default.
• W2608889590 hasConcept C72169020 @default.
• W2608889590 hasConcept C94375191 @default.
• W2608889590 hasConceptScore W2608889590C105795698 @default.
• W2608889590 hasConceptScore W2608889590C110121322 @default.
• W2608889590 hasConceptScore W2608889590C110729354 @default.
• W2608889590 hasConceptScore W2608889590C111919701 @default.
• W2608889590 hasConceptScore W2608889590C114614502 @default.
• W2608889590 hasConceptScore W2608889590C118615104 @default.
• W2608889590 hasConceptScore W2608889590C122123141 @default.
• W2608889590 hasConceptScore W2608889590C134306372 @default.
• W2608889590 hasConceptScore W2608889590C149441793 @default.
• W2608889590 hasConceptScore W2608889590C154945302 @default.
• W2608889590 hasConceptScore W2608889590C162324750 @default.
• W2608889590 hasConceptScore W2608889590C171250308 @default.
• W2608889590 hasConceptScore W2608889590C176217482 @default.
• W2608889590 hasConceptScore W2608889590C192562407 @default.
• W2608889590 hasConceptScore W2608889590C198043062 @default.
• W2608889590 hasConceptScore W2608889590C21547014 @default.
• W2608889590 hasConceptScore W2608889590C2776436953 @default.
• W2608889590 hasConceptScore W2608889590C2777212361 @default.
• W2608889590 hasConceptScore W2608889590C2778572836 @default.
• W2608889590 hasConceptScore W2608889590C2780841128 @default.
• W2608889590 hasConceptScore W2608889590C33923547 @default.
• W2608889590 hasConceptScore W2608889590C34388435 @default.
• W2608889590 hasConceptScore W2608889590C41008148 @default.
• W2608889590 hasConceptScore W2608889590C43555835 @default.
• W2608889590 hasConceptScore W2608889590C48372109 @default.
• W2608889590 hasConceptScore W2608889590C70710897 @default.
• W2608889590 hasConceptScore W2608889590C72169020 @default.
• W2608889590 hasConceptScore W2608889590C94375191 @default.
• W2608889590 hasFunder F4320320286 @default.
• W2608889590 hasLocation W26088895901 @default.
• W2608889590 hasLocation W26088895902 @default.
• W2608889590 hasOpenAccess W2608889590 @default.
• W2608889590 hasPrimaryLocation W26088895901 @default.
• W2608889590 hasRelatedWork W1521625306 @default.
• W2608889590 hasRelatedWork W1649912791 @default.
• W2608889590 hasRelatedWork W2025310275 @default.

• next