A First Course in FUZZY and NEURAL CONTROL

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8.5. INTEGRATED PEST MANAGEMENT SYSTEMS 289

Figure 8.36. Compactness-factor after training

Figure 8.37 illustrates the performance of ANFIS to a set of test data com-
prising 222 samples for the 13 classes of insects listed in Table 8.19. From this
analysis, it appears that ANFIS provides robust performance as a classifier.
Further details of this application can be found in [25].


Figure 8.37. ANFIS performance to test data
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