Table 8.
13 features selected by the RFE decreasing the HD’s probability to score AP
| Features (Item = category (item no.)) |
AP probability if feature not expressed (%) | AP probability if feature expressed (%) | AP probability variation when feature expressed (%) |
|---|---|---|---|
| MOV_T = Not filled (8) | 19.0 | 10.7 | −8.3 |
| BITE = YES (22) | 21.8 | 16.3 | −5.0 |
| MOV_W = Not filled (18) | 20.7 | 16.2 | −4.5 |
| GRP_W = Split (20) | 17.4 | 12.9 | −4.5 |
| POS_S2 = Bites, Hits or Chases a sheep (14) | 19.0 | 14.5 | −4.4 |
| GRP_S1 = Split (13) | 13.9 | 10.6 | −3.3 |
| FOCUS = NO (24) | 11.6 | 8.8 | −2.8 |
| AXIS_S2 = Not filled (15) | 18.5 | 16.1 | −2.5 |
| FLW_W = Does not follow (19) | 15.6 | 13.3 | −2.3 |
| GRP_T = Flock split (9) | 15.3 | 13.5 | −1.7 |
| POS_S1 = Still or doing something else (11) | 13.7 | 12.0 | −1.7 |
| AXIS_S1 = Not filled (12) | 22.7 | 21.6 | −1.1 |
| POS_S2 = Still or doing something else (14) | 12.6 | 11.5 | −1.1 |