Feature Importance#

Feature

Static

Observed

Known

Cases

38.26%

Age Distribution

54.45%

Health Disparities

45.55%

Vaccination

11.28%

Disease Spread

16.32%

Transmissble Cases

3.26%

Social Distancing

3.35%

SinWeekly

72.85%

CosWeekly

27.15%

The above table is calculated from Variable Selection Network across the training set. We first computed the sum of weights assigned to each variable and then normalized the weights of each feature. According to the table, we found that Age Distribution has the highest weights among Static featuers and Cases among Observed features.