Measuring the predictability of life outcomes with a scientific mass collaboration

Volume: 117, Issue: 15, Pages: 8398 - 8403
Published: Mar 30, 2020
Abstract
How predictable are life trajectories? We investigated this question with a scientific mass collaboration using the common task method; 160 teams built predictive models for six life outcomes using data from the Fragile Families and Child Wellbeing Study, a high-quality birth cohort study. Despite using a rich dataset and applying machine-learning methods optimized for prediction, the best predictions were not very accurate and were only...
Paper Details
Title
Measuring the predictability of life outcomes with a scientific mass collaboration
Published Date
Mar 30, 2020
Volume
117
Issue
15
Pages
8398 - 8403
Citation AnalysisPro
  • Scinapse’s Top 10 Citation Journals & Affiliations graph reveals the quality and authenticity of citations received by a paper.
  • Discover whether citations have been inflated due to self-citations, or if citations include institutional bias.