FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897327470> ?p ?o ?g. }

• W2897327470 abstract "In this paper, we present a new explainability formalism to make clear the impact of each variable on the predictions given by black-box decision rules. Our method consists in evaluating the decision rules on test samples generated in such a way that each variable is stressed incrementally while preserving the original distribution of the machine learning problem. We then propose a new computation-ally efficient algorithm to stress the variables, which only reweights the reference observations and predictions. This makes our methodology scalable to large datasets. Results obtained on standard machine learning datasets are presented and discussed." @default.
• W2897327470 created "2018-10-26" @default.
• W2897327470 creator A5025032659 @default.
• W2897327470 creator A5030279456 @default.
• W2897327470 creator A5039905527 @default.
• W2897327470 creator A5082554847 @default.
• W2897327470 date "2018-10-18" @default.
• W2897327470 modified "2023-10-13" @default.
• W2897327470 title "Entropic Variable Boosting for Explainability and Interpretability in Machine Learning." @default.
• W2897327470 cites W100464641 @default.
• W2897327470 cites W1554944419 @default.
• W2897327470 cites W1834627138 @default.
• W2897327470 cites W1996796871 @default.
• W2897327470 cites W2010158189 @default.
• W2897327470 cites W2078645667 @default.
• W2897327470 cites W2113882472 @default.
• W2897327470 cites W2122210511 @default.
• W2897327470 cites W2149033360 @default.
• W2897327470 cites W2160709761 @default.
• W2897327470 cites W2194775991 @default.
• W2897327470 cites W2282821441 @default.
• W2897327470 cites W2439568532 @default.
• W2897327470 cites W2549418531 @default.
• W2897327470 cites W2657631929 @default.
• W2897327470 cites W2753845591 @default.
• W2897327470 cites W2795320988 @default.
• W2897327470 cites W2911964244 @default.
• W2897327470 cites W2949197630 @default.
• W2897327470 cites W2962862931 @default.
• W2897327470 cites W2963134136 @default.
• W2897327470 cites W2963420481 @default.
• W2897327470 cites W2964317164 @default.
• W2897327470 cites W2970447476 @default.
• W2897327470 cites W2970621010 @default.
• W2897327470 cites W3039256091 @default.
• W2897327470 cites W645876618 @default.
• W2897327470 hasPublicationYear "2018" @default.
• W2897327470 type Work @default.
• W2897327470 sameAs 2897327470 @default.
• W2897327470 citedByCount "2" @default.
• W2897327470 countsByYear W28973274702020 @default.
• W2897327470 countsByYear W28973274702021 @default.
• W2897327470 crossrefType "posted-content" @default.
• W2897327470 hasAuthorship W2897327470A5025032659 @default.
• W2897327470 hasAuthorship W2897327470A5030279456 @default.
• W2897327470 hasAuthorship W2897327470A5039905527 @default.
• W2897327470 hasAuthorship W2897327470A5082554847 @default.
• W2897327470 hasConcept C11413529 @default.
• W2897327470 hasConcept C119857082 @default.
• W2897327470 hasConcept C134306372 @default.
• W2897327470 hasConcept C142362112 @default.
• W2897327470 hasConcept C153349607 @default.
• W2897327470 hasConcept C154945302 @default.
• W2897327470 hasConcept C169258074 @default.
• W2897327470 hasConcept C182365436 @default.
• W2897327470 hasConcept C2781067378 @default.
• W2897327470 hasConcept C33923547 @default.
• W2897327470 hasConcept C41008148 @default.
• W2897327470 hasConcept C45374587 @default.
• W2897327470 hasConcept C46686674 @default.
• W2897327470 hasConcept C48044578 @default.
• W2897327470 hasConcept C558565934 @default.
• W2897327470 hasConcept C70153297 @default.
• W2897327470 hasConcept C73301696 @default.
• W2897327470 hasConcept C77088390 @default.
• W2897327470 hasConceptScore W2897327470C11413529 @default.
• W2897327470 hasConceptScore W2897327470C119857082 @default.
• W2897327470 hasConceptScore W2897327470C134306372 @default.
• W2897327470 hasConceptScore W2897327470C142362112 @default.
• W2897327470 hasConceptScore W2897327470C153349607 @default.
• W2897327470 hasConceptScore W2897327470C154945302 @default.
• W2897327470 hasConceptScore W2897327470C169258074 @default.
• W2897327470 hasConceptScore W2897327470C182365436 @default.
• W2897327470 hasConceptScore W2897327470C2781067378 @default.
• W2897327470 hasConceptScore W2897327470C33923547 @default.
• W2897327470 hasConceptScore W2897327470C41008148 @default.
• W2897327470 hasConceptScore W2897327470C45374587 @default.
• W2897327470 hasConceptScore W2897327470C46686674 @default.
• W2897327470 hasConceptScore W2897327470C48044578 @default.
• W2897327470 hasConceptScore W2897327470C558565934 @default.
• W2897327470 hasConceptScore W2897327470C70153297 @default.
• W2897327470 hasConceptScore W2897327470C73301696 @default.
• W2897327470 hasConceptScore W2897327470C77088390 @default.
• W2897327470 hasLocation W28973274701 @default.
• W2897327470 hasOpenAccess W2897327470 @default.
• W2897327470 hasPrimaryLocation W28973274701 @default.
• W2897327470 hasRelatedWork W1527106129 @default.
• W2897327470 hasRelatedWork W1592227380 @default.
• W2897327470 hasRelatedWork W2019011401 @default.
• W2897327470 hasRelatedWork W2100788563 @default.
• W2897327470 hasRelatedWork W2104364170 @default.
• W2897327470 hasRelatedWork W2117112756 @default.
• W2897327470 hasRelatedWork W2129735430 @default.
• W2897327470 hasRelatedWork W2140429660 @default.
• W2897327470 hasRelatedWork W2164053026 @default.
• W2897327470 hasRelatedWork W2363911457 @default.
• W2897327470 hasRelatedWork W2441217280 @default.
• W2897327470 hasRelatedWork W2594608700 @default.
• W2897327470 hasRelatedWork W2762409054 @default.
• W2897327470 hasRelatedWork W2889855722 @default.

• next