Can single classifiers be as useful as model ensembles to produce benthic seabed substratum maps?

Computer Science

• Random Forest Classifier 100%
• Classification Tree 50%
• Random Decision Forest 50%
• Majority Voting 50%
• multiple classifier 50%
• Predictive Performance 50%
• Nave Bayes 50%
• Map Production 50%
• Machine Learning 50%
• Learning System 50%

Mathematics

• Ensemble Model 100%
• Predictive Performance 25%
• Nave Bayes 25%
• Error Rate 25%

Earth and Planetary Sciences

• Machine Learning 100%