... in one of the German and English CELEXwordlists are automatically classified as such. Thisimproved classifier results over tokens and types, asseen in Table 1 in the comparison of token and typeprecision ... comparison of DU, DT,log10f with ∆ log10fquency (log10f). DU=Uw˜Uwis defined as the ratio of the actual number of users of word w (Uw) overthe expected number of users of w (˜Uw), ... findings that DU and DTserve better than fre-quency as predictors of word fate, for the set of an-glicisms (Table 3), all correlations were both nega-tive and stronger, and initial frequency...