Table 3 Attribute names and levels.

From: Comprehensive walkability assessment of urban pedestrian environments using big data and deep learning techniques

Attribute name

Prior values

Level 1

Level 2

Level 3

Greenery visibility rate

-1.234, -0.661

Low

Medium

High^

Interface transparency

0.310, -0.639

Open

Semi-open

Closed^

Relative sidewalk width

-1.612, -0.668

Narrow

Medium

Wide^

Barrier separation

0.402

Yes

No^

 

Motor vehicle flow

0.031, -0.156

Low

Medium

High^

Pedestrian flow

0.297, 0.376

Low

Medium

High^

Street signs

0.107

Few

Medium

Many^

  1. Italicized values indicate 95% significance level; ^ indicates reference level.