Statistical Fractal Models Based on GND-PCA and Its Application on Classification of Liver Diseases

Table 1

Parameters optimization result of SVM for multiclassification using ACO.

Classifier	Best C	Best 𝛿	NFD Acc	FD Acc	WFD Acc
ACO-SVM1	622.57	1.3114	96.44%	97.64%	97.85%
ACO-SVM2	783.96	5.2349	98.02%	98.52%	98.64%
ACO-SVM3	100.230	1.2255	97.74%	99.87%	99.87%
ACO-SVM4	14.020	0.2378	99.76%	99.83%	99.98%
ACO-SVM5	984.69	1.1424	94.3%	96.57%	96.65%
ACO-SVM6	876.78	1.0765	98.82%	99.33%	99.64%