Table 5. Trained gradient boosting model parameters.
Features | Data subsets | Number of coefficients | Number of non-zero coefficients |
---|---|---|---|
2 features | Labs | 480 | 148 |
4 features | Labs | 960 | 365 |
8 features | Labs | 1920 | 612 |
16 features | Labs | 3840 | 452 |
32 features | Labs | 7680 | 778 |
42 features | Labs | 10080 | 732 |
Labs+demo | 10224 | 384 | |
Labs+demo+events | 11568 | 374 | |
Labs+demo+events+triples | - | - | |
11 filtered features | Labs | 2640 | 431 |
Labs+demo | 2784 | 330 | |
Labs+demo+events | 4128 | 468 | |
Labs+demo+events+triples | 95136 | 995 |