Houjun Liu

Luz 2021

# ntj

DOI: 10.1101/2021.03.24.21254263


Review paper presenting the \(ADReSS_o\) challenge and current baselines for three tasks


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