Matches in SemOpenAlex for { <https://semopenalex.org/work/W3124259736> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3124259736 abstract "This paper provides an algorithm to predict which students are going to drop out of high schools relying only on information from 9th grade. It verifies that using a parsimonious early warning system - as implemented in many schools - leads to poor results. It shows that schools can obtain more precise predictions by exploiting the available high-dimensional data jointly with machine learning tools such as Support Vector Machine, Boosted Regression and Post-LASSO. It carefully selects goodness-of-fit criteria based on the context and the underlying theoretical framework: model parameters are calibrated by taking into account policy goals and budget constraints. Finally, it uses unsupervised machine learning to divide students at risk of dropping out into different clusters." @default.
- W3124259736 created "2021-02-01" @default.
- W3124259736 creator A5026263487 @default.
- W3124259736 date "2017-12-27" @default.
- W3124259736 modified "2023-09-27" @default.
- W3124259736 title "Beyond Early Warning Indicators: High School Dropout and Machine Learning" @default.
- W3124259736 hasPublicationYear "2017" @default.
- W3124259736 type Work @default.
- W3124259736 sameAs 3124259736 @default.
- W3124259736 citedByCount "0" @default.
- W3124259736 crossrefType "posted-content" @default.
- W3124259736 hasAuthorship W3124259736A5026263487 @default.
- W3124259736 hasConcept C119857082 @default.
- W3124259736 hasConcept C12267149 @default.
- W3124259736 hasConcept C136764020 @default.
- W3124259736 hasConcept C144024400 @default.
- W3124259736 hasConcept C154945302 @default.
- W3124259736 hasConcept C162324750 @default.
- W3124259736 hasConcept C166957645 @default.
- W3124259736 hasConcept C205649164 @default.
- W3124259736 hasConcept C2776145597 @default.
- W3124259736 hasConcept C2779343474 @default.
- W3124259736 hasConcept C29825287 @default.
- W3124259736 hasConcept C2984949393 @default.
- W3124259736 hasConcept C3017496549 @default.
- W3124259736 hasConcept C37616216 @default.
- W3124259736 hasConcept C41008148 @default.
- W3124259736 hasConcept C4249254 @default.
- W3124259736 hasConcept C45355965 @default.
- W3124259736 hasConcept C76155785 @default.
- W3124259736 hasConceptScore W3124259736C119857082 @default.
- W3124259736 hasConceptScore W3124259736C12267149 @default.
- W3124259736 hasConceptScore W3124259736C136764020 @default.
- W3124259736 hasConceptScore W3124259736C144024400 @default.
- W3124259736 hasConceptScore W3124259736C154945302 @default.
- W3124259736 hasConceptScore W3124259736C162324750 @default.
- W3124259736 hasConceptScore W3124259736C166957645 @default.
- W3124259736 hasConceptScore W3124259736C205649164 @default.
- W3124259736 hasConceptScore W3124259736C2776145597 @default.
- W3124259736 hasConceptScore W3124259736C2779343474 @default.
- W3124259736 hasConceptScore W3124259736C29825287 @default.
- W3124259736 hasConceptScore W3124259736C2984949393 @default.
- W3124259736 hasConceptScore W3124259736C3017496549 @default.
- W3124259736 hasConceptScore W3124259736C37616216 @default.
- W3124259736 hasConceptScore W3124259736C41008148 @default.
- W3124259736 hasConceptScore W3124259736C4249254 @default.
- W3124259736 hasConceptScore W3124259736C45355965 @default.
- W3124259736 hasConceptScore W3124259736C76155785 @default.
- W3124259736 hasLocation W31242597361 @default.
- W3124259736 hasOpenAccess W3124259736 @default.
- W3124259736 hasPrimaryLocation W31242597361 @default.
- W3124259736 hasRelatedWork W2079543877 @default.
- W3124259736 hasRelatedWork W2471189432 @default.
- W3124259736 hasRelatedWork W2514579206 @default.
- W3124259736 hasRelatedWork W2789412339 @default.
- W3124259736 hasRelatedWork W2792317270 @default.
- W3124259736 hasRelatedWork W2883471135 @default.
- W3124259736 hasRelatedWork W2911455822 @default.
- W3124259736 hasRelatedWork W2946754759 @default.
- W3124259736 hasRelatedWork W2955886184 @default.
- W3124259736 hasRelatedWork W2965075997 @default.
- W3124259736 hasRelatedWork W2976084019 @default.
- W3124259736 hasRelatedWork W3092255774 @default.
- W3124259736 hasRelatedWork W3105541906 @default.
- W3124259736 hasRelatedWork W3161379002 @default.
- W3124259736 hasRelatedWork W3162462777 @default.
- W3124259736 hasRelatedWork W3184266365 @default.
- W3124259736 hasRelatedWork W3192665112 @default.
- W3124259736 hasRelatedWork W3200528448 @default.
- W3124259736 hasRelatedWork W3201934058 @default.
- W3124259736 hasRelatedWork W3205451405 @default.
- W3124259736 isParatext "false" @default.
- W3124259736 isRetracted "false" @default.
- W3124259736 magId "3124259736" @default.
- W3124259736 workType "article" @default.