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133.9 MB
size
47
fields
195,723
instances
| Created | Tue, 15 Oct 2013 22:20:04 +0000 |
| Published | Fri, 18 Oct 2013 19:25:04 +0000 |
| Algorithm | BigML Streaming Tree |
| Split criterion | |
| Support threshold | |
| Depth threshold | 50 |
| Node threshold | 2,000 |
| Missing splits | No |
| Statistical pruning | Smart pruning |
| Accident Severity | |||||||||||||||||
| Number of Vehicles | σ
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| Number of Casualties | σ
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| Local Authority (District) | |||||||||||||||||
| 1st Road Class | |||||||||||||||||
| Speed limit | σ
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| Junction Detail | |||||||||||||||||
| Junction Control | |||||||||||||||||
| 2nd Road Class | |||||||||||||||||
| Pedestrian Crossing-Human Control | |||||||||||||||||
| Pedestrian Crossing-Physical Facilities | |||||||||||||||||
| Light Conditions | |||||||||||||||||
| Weather Conditions | |||||||||||||||||
| Road Surface Conditions | |||||||||||||||||
| Special Conditions at Site | |||||||||||||||||
| Did Police Officer Attend | |||||||||||||||||
| Vehicle Type | |||||||||||||||||
| Vehicle Manoeuvre | |||||||||||||||||
| Vehicle Location-Restricted Lane | |||||||||||||||||
| Junction Location | |||||||||||||||||
| Skidding and Overturning | |||||||||||||||||
| Hit Object in Carriageway | |||||||||||||||||
| Vehicle Leaving Carriageway | |||||||||||||||||
| Hit Object off Carriageway | |||||||||||||||||
| 1st Point of Impact | |||||||||||||||||
| Journey Purpose of Driver | |||||||||||||||||
| Sex of Driver | |||||||||||||||||
| Age Band of Driver | |||||||||||||||||
| Engine Capacity (CC) | σ
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| Propulsion Code | |||||||||||||||||
| Age of Vehicle | σ
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| Driver IMD Decile | |||||||||||||||||
| Driver Home Area Type | |||||||||||||||||
| Casualty Class | |||||||||||||||||
| Sex of Casualty | |||||||||||||||||
| Age Band of Casualty | |||||||||||||||||
| Pedestrian Location | |||||||||||||||||
| Pedestrian Movement | |||||||||||||||||
| Car Passenger | |||||||||||||||||
| Bus or Coach Passenger | |||||||||||||||||
| Pedestrian Road Maintenance Worker | |||||||||||||||||
| Casualty Home Area Type | |||||||||||||||||
| Date.minute | σ
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| Date.hour | σ
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| Date.day-of-week | σ
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| Date.day-of-month | σ
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| Date.month | σ
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