Research Article

[Retracted] Machine Learning Approaches for Developing Land Cover Mapping

Table 3

Classification accuracy for NN and RF classifiers and different feature sets.

DatasetAccuracy
NN classifierRF classifier

Original (147 features)83.63%85.40%
CFS (40 features)83.43%86.98%
Wrapper, J48 classifier (63 features)83.43%85.01%
Wrapper, zero-R classifier (13 features)71.01%77.91%