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