Luz 2021

DOI: 10.1101/2021.03.24.21254263
One-Liner Review paper presenting the ADReSS_o challenge and current baselines for three tasks
Notes Three tasks + state of the art:
Classification of AD: accuracy 78.87\% Prediction of MMSE score: RMSE 5.28 Prediction of cognitive decline: accuracy 68.75\% Task 1 AD classification baseline established by decision tree with late fusion
(LOOCV and test)
Task 2 MMSE score prediction baseline established by grid search on parameters.
SVR did best on both counts; results from either model are averaged for prediction.
Task 3 Same thing here, DT does better but notably its F1 is smaller; data trained with final late fusion