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. Author manuscript; available in PMC: 2012 May 1.
Published in final edited form as: Cogn Sci. 2011 May;35(4):638–681. doi: 10.1111/j.1551-6709.2011.01174.x

Table 12.

Predictors of average cross entropy error in learning.

variable unique variance (%)
inflectional neighborhood size 8.5
log(lemma frequency) 4.6
log(surface frequency) 3.0
word length 1.4

p<0.001 for all variables