Poverty Prediction - Gabrielle Wong.pdf (1.75 MB)
Download filePoverty Prediction and the Identification of Discriminative Features on Household Data from Cambodia
I utilised household data from Cambodia, obtained from the Demographic and Health Surveys (DHS) Program, in order to classify households by poverty level. I implemented Softmax Classification, Random Forest, and Neural Network Models for poverty classification. Finally, I identified important features in distinguishing households by wealth value.
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Email Address of Submitting Author
gabriellewong819@gmail.comSubmitting Author's Institution
Wycombe Abbey SchoolSubmitting Author's Country
- United Kingdom