Table 3.
Ranking of model features using χ2 statistic on Dataset 2
Feature | χ2 statistic | DOF | P-value | Rank | Δbaseline |
---|---|---|---|---|---|
Interactor | 392.8 | 89 | 0 | 1 | −0.7 |
NumberOfInteractors | 355.9 | 1 | 0 | 2 | −1.0 |
D1 | 337.2 | 4 | 0 | 3 | −1.3 |
D2 | 315.7 | 3 | 0 | 4 | −1.9 |
Order | 298.8 | 2 | 0 | 5 | −4.6 |
Comma | 245.4 | 3 | 0 | 6 | −0.5 |
Prep | 186.2 | 19 | 0 | 7 | −1.8 |
Breaker | 57.4 | 1 | 3.5E-14 | 8 | −0.3 |
Not | 49.7 | 1 | 1.8E-12 | 9 | −0.3 |
Which | 35.0 | 1 | 3.4E-09 | 10 | −0.1 |
But | 34.3 | 1 | 4.8E-09 | 11 | −0.0 |
Conditional | 0.3 | 1 | 0.6 | 12 | +0.1 |