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.

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

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.