Mathematical Programming Approaches to Classification Problems

Table 10

The holdout sample hit rate (in percentage) of dataset D4.

Models	𝑆=2	𝑆=3
Piecewise-linear MCA*	91,26 (16)	89,07 (20)
Piecewise QSMCA*	91,26 (16)	99,45 (1)
Piecewise QSMSD*	94,5 (10)	97,27 (5)
	𝐷=2	𝐷=3
GSPSN’2	99,45 (1)	98,36 (3)
QGSPSN’2	95,6 (8)	93,99 (11)
QSPSN’2		100 (0)

The values in parentheses are the numbers of misclassified observations.
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