Other residential fires
Variable Importance
- The most important factor for predicting the category of Very Low to Very High risk is the People & Family Household composition Family Plus other adults from Mosaic data.
- Factors associated with Health deprivation are also highly ranked factors.
- The model’s predicted risk levels are less confident for other residential fires compared to dwelling fires.
Top 10 risk factors
| Short name | Relative importance | Relationship | Origin |
|---|---|---|---|
| People & Family Household composition Family Plus other adults | 100.00% | Positive | Mosaic |
| Health Deprivation & Disability Score | 85.82% | Positive | IMD |
| Frailty Group3 | 83.88% | Positive | Exeter |
| % Population 16+ highest qualification Level3 | 83.74% | Positive | Census |
| Households Council Tax Band A | 81.45% | Positive | Valuation Office |
| All Bad health | 80.89% | Positive | Census |
| BH AbsHMax group 30to60 | 78.61% | Positive | Gazetteer |
| Number of Flats | 77.81% | Positive | Census |
| Occupation 9 Elementary occupations | 72.86% | Positive | NOMIS |
| Full time employees 2019 | 72.09% | Positive | Census |
Predicted Risk Cluster
- Using the top ranked risk variables, the model predicts the risk level in each LSOA.
- This map summarises the output in terms of whether each LSOA is most likely to be Very Low to Very High risk.
- Most of the highest risk LSOAs are in urban areas.