On causal structural learning algorithms: Oracles’ simulations and considerations

This work evaluates the performance of several causal structure learning algorithms, in terms of their effectiveness and efficiency in detecting true causal relations among variables. Constraint-based, score-based and hybrid algorithms are jointly compared and ranked according to the two criteria ab...

Celý popis

Podrobná bibliografia

Vydané v:	Knowledge-based systems Ročník 276; s. 110694
Hlavní autori:	Farnia, Luca, Alibegovic, Mia, Cruickshank, Edward
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 27.09.2023
Predmet:	Bayesian network Causal relation Correlation Independence Correlation Bayesian network Independence Causal relation
ISSN:	0950-7051, 1872-7409
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!