Abstract. Three classifiers and multiple classifier combining rules are presented to identify materials in soil science images obtained from a CT scanner with different energies.
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Classification performance improvement with classifier combination.
Picture 1) Result of a Parzen classifier, the best individual classifier performance (Kappa = 0.850)
Picture 2) Result of a Mean Combiner of Parzen, K-Nearest Neigbours and Logistic Classifier outputs (Kappa = 0.899)
