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.
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 % |