Research Article

An Incremental Classification Algorithm for Mining Data with Feature Space Heterogeneity

Table 2

Structures of the mixed data sets.

Mixed data setComponent data sets

Data set 1Abalone and Gauss_8D
Data set 2Image and German
Data set 3Letter and Image
Data set 4Magic and Page-blocks
Data set 5Shuttle and Magic
Data set 6Yeast and Ecoli
Data set 7German and Ringnorm and Twonorm
Data set 8Twonorm and Waveform and Ringnorm
Data set 9German and Image and Waveform
Data set 10Magic and Gauss_8D and Page-blocks
Data set 11Yeast and Abalone and Gauss_8D
Data set 12Magic and Shuttle and Abalone