Transformer-based deep neural network language models for Alzheimer’s disease risk assessment from targeted speech

Table 4 Two invalid predicted transcripts by the model with the best accuracy score (S-BERT_Large-LR)

Transcript	Actual label	Predicted label	Predicted AD probability
And the boy in the cookie jar. And the girl reaching up to him. The stool slanting ready to topple. And the cookie jar is open. And the lid’s in there. And the door’s open. And mother’s drying the dishes and standing in a pool of water it looks water running down from the sink. ...	AD	HC	0.483
Okay. It was summertime and mother and the children were working in the kitchen. And the window was open and there was a slight breeze blowing in. Mother was daydreaming and forgot and left the water in the sink running and it was overflowing. The children were hungry and ...	HC	AD	0.532

ISSN: 1472-6947