Boxplots of model performance (R2 values) across all hyperparameter tests.

<p>Boxplots of model performance (R2 values) across all hyperparameter tests.</p>

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Bibliographic Details
Main Author:	Seth Goodman (8763351) (author)
Other Authors:	Katherine Nolan (21943593) (author), Rachel Sayers (4707508) (author), Ariel BenYishay (6393113) (author), Jacob Hall (3542450) (author), Mavis Zupork Dome (22311778) (author), Edem Selormey (22311781) (author)
Published:	2025
Subjects:	Biotechnology Ecology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified relatively smaller number policymakers increasingly turn encouraging larger samples widely used source frequently used class headed households within headed households achieve predictive accuracy (< gaps may largely 2 </ sup div >< p performance across gender methods ’ performance based asset indices ml models trained headed households predictive accuracy >< sup r </ predict indices asset wealth asset holdings well anti temporal scope temporal gaps survey sample survey designs survey cluster separately aggregating sampling designs roughly half related differences recent round randomly sampled random forests poverty programs poverty measurement past half models trained ml models machine learning large part impressive level household surveys health survey ghana ). findings confirm equitable ai developing countries creating differences
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