Exploring the Complex Effects and Their Spatial Associations of the Built Environment on the Vitality of Community Life Circles Using an eXtreme Gradient Boosting–SHapley Additive exPlanations Approach: A Case Study of Xi’an
Disentangling the effects of the built environment on urban vitality at the scale of community life circles is crucial for informing precise urban planning and design, particularly in the context of urban renewal. However, studies examining the complex relationships and spatial heterogeneity in thes...
Saved in:
| Main Authors: | Keju Liu, Dian Zhou, Yingtao Qi, Mingzhi Zhang, Yulin Ren, Yupeng Wei, Jinghan Wang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
|
| Series: | Buildings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-5309/15/8/1372 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Explainable artificial intelligence visions on incident duration using eXtreme Gradient Boosting and SHapley Additive exPlanations
by: Khaled Hamad, et al.
Published: (2025-06-01) -
SHapley Additive exPlanations (SHAP) for Landslide Susceptibility Models: Shedding Light on Explainable AI
by: H. Al-Najjar, et al.
Published: (2025-07-01) -
Predicting Resistance and Survival of HCC Patients Post-HAIC: Based on Shapley Additive exPlanations and Machine Learning
by: Yao F, et al.
Published: (2025-05-01) -
Evaluating 15-minute walkable life circles for the senior: a case study of Jiande, China
by: Zhen Xu, et al.
Published: (2025-07-01) -
The first circle : translated from the russian /
by: Solzhenitsyn,Aleksandr I.
Published: (1968)