Markup | Genome Research

Table 2.

Misclassification Estimates by Class

Class		Prior probability		Cross validation		Learning sample
Class		Prior probability		N(class size)	N misclassified	percent of N misclassified	N(class size)	N misclassified	percent ofN misclassified
I	0.333	226	16	7.1	226	8	3.5
II	0.333	70	0	0	70	0	0
III	0.333	76	12	15.8	76	11	14.5
Total	1.0	372	28	7.5	372	19	5.1

Cross Validation Classification

Actual class		Predicted class		Actual total
Actual class		I	II	Actual total		III
I	210 (93.0)	1 (0.4)	15 (6.6)	226
II	0 (0)	70 (100)	0 (0)	70
III	10 (13.2)	2 (2.6)	64 (84.2)	76
Predicted total	73	220	79	372

[i] Values in the parentheses are percentages.