Validation
Human vs model
Each chart plots one perception dimension (Y, 0 to 100 from 1 to 5 ratings) against our model's overall score (X). A diagonal-ish cloud means structure tracks feeling. A scattered cloud means our model captures something other than what people experience.
Correlations (Pearson r)
Strongest: Perceived activity (r = 0.00, n = 1). Weakest: Perceived sociability (r = 0.00, n = 1). Sample is too small to read into.
| Dimension | n | Pearson r |
|---|---|---|
| Perceived activity | 1 | 0.00 |
| Perceived comfort | 1 | 0.00 |
| Perceived safety | 1 | 0.00 |
| Perceived sociability | 1 | 0.00 |
Perceived activity
Does the park feel socially active? · n = 1 · r = 0.00
Perceived comfort
Does it feel comfortable to spend time in? · n = 1 · r = 0.00
Perceived safety
Does it feel safe? · n = 1 · r = 0.00
Perceived sociability
Does it feel good for lingering? · n = 1 · r = 0.00
Surprising mismatches
Top 10 parks where perception of socially-active diverges most from the model overall score.
- Alex Marchetti Park · model 39 vs perceived activity 100 (+61) n=1