Remove 2012 Remove Decision Trees Remove Support Vector Machines
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Meet the winners of Phase 2 of the PREPARE Challenge

DrivenData Labs

Some participants combined a transformer neural network with a tree-based model or support vector machine (SVM). changes between 2003 and 2012). Summary of approach: I used LightGBM decision tree algorithm to predict the difference between test participants scores from different years.