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. Author manuscript; available in PMC: 2019 Jan 1.
Published in final edited form as: Knowl Inf Syst. 2017 Nov 17;54(1):151–170. doi: 10.1007/s10115-017-1133-2

Table 1.

Experimental Results on a simulated dataset

(a) SVM Linear Kernel
SVM IsoRegC BBQ ENIR
AUC 0.52 0.65 0.85 0.85
ACC 0.64 0.64 0.78 0.79
RMSE 0.52 0.46 0.39 0.38
ECE 0.28 0.35 0.05 0.05
MCE 0.78 0.60 0.13 0.12
(b) SVM Quadratic Kernel
SVM IsoRegC BBQ ENIR
AUC 1.00 1.00 1.00 1.00
ACC 0.99 0.99 0.99 0.99
RMSE 0.21 0.09 0.10 0.09
ECE 0.14 0.01 0.01 0.00
MCE 0.36 0.04 0.05 0.03