Prediction and detection of freezing of gait in Parkinson’s disease from plantar pressure data using long short-term memory neural-networks

Table 4 FOG detection model training data provided by each participant following data balancing

Participant	Number of training instances	Number of datapoints in Non-FOG class	Number of datapoints in FOG class
1	49	3432	3454
2	35	9253	9270
3	14	1492	1502
6	10	4235	4240
7	221	30,246	37,132
8	24	3381	3886
9	9	680	683

ISSN: 1743-0003