Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?
Satej SomanEmily L. AikenEsther RolfJoshua BlumenstockPublished in: CoRR (2022)
Keyphrases
- data collection
- prediction model
- prediction accuracy
- predictive clustering trees
- models built
- predictive model
- machine learning algorithms
- learning algorithm
- mathematical models
- parametric models
- prediction algorithm
- database
- long term
- probabilistic model
- prior knowledge
- model selection
- artificial intelligence
- statistical models
- bayesian framework
- accurate models
- data mining