Prediction of the RFID Identification Rate Based on the Neighborhood Rough Set and Random Forest for Robot Application Scenarios

Table 3

Prediction accuracy comparison.

Prediction model	Sample data	Correct classification	Error classification	OA (%)	Kappa coefficient
NRS-RF	300	265	35	88.5	0.875
KNN-NB	300	254	46	84.7	0.805
BPNN	300	245	35	82.3	0.784