Decoding of Human Movements Based on Deep Brain Local Field Potentials Using Ensemble Neural Networks

Table 8

Statistical performance measures of base and ensemble classifiers to classify resting and left or right finger movement.

Classifiers	F-Measure	AUC	Kappa	False positive rate (FPR)
FBANN	0.8277	83.67	0.6154	16.28
PNN	0.8433	85.29	0.6687	13.95
RBFNN	0.8365	85.42	0.5905	13.26
Ensemble	0.8574	86.63	0.7067	12.88