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Table 2:
Classification accuracy for the studied datasets with the distribution of correctly and incorrectly classified cases for all output classes. Malignant and benign output classes for the CANCER dataset classification are marked with symbols 0 and 1, respectively.
Correct classificationsIncorrect classifications
01230123Accuracy
Cancer SPMI 198 427 43 31 89.4% 
Cancer NSMI 231 447 10 11 97% 
Sphere SPMI 221 339 179 61 70% 
Sphere NSMI 247 385 153 15 79% 
Car SPMI 1174 347 46 48 36 37 23 17 93.4% 
Car NSMI 1124 254 86 130 69 65 79.7% 
Correct classificationsIncorrect classifications
01230123Accuracy
Cancer SPMI 198 427 43 31 89.4% 
Cancer NSMI 231 447 10 11 97% 
Sphere SPMI 221 339 179 61 70% 
Sphere NSMI 247 385 153 15 79% 
Car SPMI 1174 347 46 48 36 37 23 17 93.4% 
Car NSMI 1124 254 86 130 69 65 79.7% 
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