A Novel Learning Scheme for Chebyshev Functional Link Neural Networks

Table 6

Comparative Average Performance of HCFLNN and FLNN [8] based on the Confidence Level (𝛼=98%).

Dataset	HCFLNN	FLNN
IRIS Train	0.9964±0.0161	0.9866±0.0309
Test set	0.9864±0.0312	0.9866±0.0309
WINE Train	0.9842±0.0308	0.9605±0.0481
Test set	0.9708±0.0416	0.9550±0.0512
PIMA Train	0.8064±0.0470	0.7877±0.0486
Test set	0.7928±0.0482	0.7812±0.0492