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Cultural Consensus Model×Arbre de decisió×
CampAnthropologyAprenentatge automàtic
FamíliaLatent structureMachine learning
Any d'origen19861984
Autor originalA. Kimball Romney, Susan C. Weller & William H. BatchelderBreiman, Friedman, Olshen & Stone
TipusLatent-structure measurement model for shared cultural knowledgeRecursive partitioning (if-then rules)
Font seminalRomney, A. K., Weller, S. C., & Batchelder, W. H. (1986). Culture as consensus: A theory of culture and informant accuracy. American Anthropologist, 88(2), 313–338. DOI ↗Breiman, L., Friedman, J.H., Olshen, R.A. & Stone, C.J. (1984). Classification and Regression Trees. Wadsworth. DOI ↗
ÀliesCultural Consensus Theory, CCT, Consensus Analysis, Informant Accuracy ModelKarar Ağacı (Decision Tree), karar ağacı, classification tree, regression tree
Relacionats45
ResumThe cultural consensus model is a latent-structure measurement framework that estimates the culturally shared answers to a set of questions and, simultaneously, how much each informant knows, without the researcher knowing the correct answers in advance. Introduced by Romney, Weller and Batchelder in 1986, it treats agreement among informants as evidence of shared knowledge and uses a factor-analytic (or, in modern variants, Bayesian) decomposition to recover both a single 'answer key' and an informant-specific competence score.A Decision Tree is an interpretable classification and regression method, formalised by Breiman, Friedman, Olshen and Stone in their 1984 CART framework, that partitions the data with hierarchical if-then rules. Each split sends observations down one branch or another until a prediction is read off the leaf.
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