Ensemble Classifiers and Feature-Based Methods for Structural Damage Assessment

Table 8

The average accuracy of different feature sets using ensemble classifiers.

Feature set	Ensemble techniques
	Majority voting	Maximum	Summation	Minimum	Average	Product	Decision templates	Dempster–Shafer
Feature set 1	99	95	99	95	99	95	99	99
Feature set 2	97	89	97	89	97	89	97	97
Feature set 3	95	94	95	94	95	94	95	95
Feature set 4	98	92	98	93	98	92	98	99
Feature set 5	94	91	94	90	94	91	95	95