Locally interpretable tree boosting: An application to house price prediction

Author:

Hjort Anders,Scheel Ida,Sommervoll Dag Einar,Pensar Johan

Funder

Norges Forskningsråd

Publisher

Elsevier BV

Subject

Information Systems and Management,Arts and Humanities (miscellaneous),Developmental and Educational Psychology,Information Systems,Management Information Systems

Reference32 articles.

1. Neural additive models: Interpretable machine learning with neural nets;Agarwal,2021

2. A regression method for real estate price index construction;Bailey;J. Am. Stat. Assoc.,1963

3. Random forests;Breiman;Mach. Learn.,2001

4. Classification and Regression Trees;Breiman,1984

5. How interpretable and trustworthy are GAMs?;Chang,2021

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