Table 20 Comparison of selected features using CFS and RFE for crash severity prediction.
Features | RFE | CFS |
|---|---|---|
INJURIES_TOTAL | \(\surd\) | \(\surd\) |
MOST_SEVERE_INJURY | \(\surd\) | \(\surd\) |
DAMAGE | \(\surd\) | \(\surd\) |
PRIM_CONTRIBUTORY_CAUSE | \(\surd\) | Â |
LIGHTING_CONDITION | \(\surd\) | \(\surd\) |
FIRST_CRASH_TYPE | \(\surd\) | \(\surd\) |
POSTED_SPEED_LIMIT | \(\surd\) | \(\surd\) |
TRAFFIC_CONTROL_DEVICE | \(\surd\) | \(\surd\) |
TRAFFICWAY_TYPE | \(\surd\) | \(\surd\) |
OCCUPANT_CNT | Â | \(\surd\) |
ROAD_DEFECT | Â | \(\surd\) |
WEEKEND | \(\surd\) | \(\surd\) |
PEAK_HOUR | Â | Â |
CRASH_HOUR | \(\surd\) | \(\surd\) |
DAY_OF_WEEK | \(\surd\) | \(\surd\) |
