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. Author manuscript; available in PMC: 2017 Dec 19.
Published in final edited form as: Front Res Metr Anal. 2017 May 22;2:3. doi: 10.3389/frma.2017.00003

Table 7. Multiple linear regression to predict the number of gap-filling articles appearing in the second time slice in the 10 biological processes queries only.

As in Table 5 but only for the 2421 gaps in the 10 biological processes queries.

Weights of each feature:
 −0.0058 * Expected Query +
  0.0771 * sqrt exp query +
  0.0001 * Expected All +
 −0.004 * sqrt exp all +
  0.7522 * sqrt article odds +
 −0.366 * sqrt author odds +
  0.53  * pR +
  0.0009 * AA score +
 −0.3088
Correlation coefficient 0.4059
Kendall’s tau 0.3036
Spearman’s rho 0.3805
Mean absolute error 0.4491
Root mean squared error 0.5894
Relative absolute error 86.3533 %
Root relative squared error 91.3554 %