Integrated Classification Algorithm for Unbalanced Data Streams Based on Joint Nonnegative Matrix Factorization

Table 1

Relevant information description of experimental test data set.

Data set	Number of samples	Attributes	Number of categories	Source
2d4c	200	2	4	Artificial
Wine	190	13	3	UCI
Iris	150	4	3	UCI
Glass	239	9	6	UCI
Segment	2319	19	7	UCI
Balance	572	2	3	UCI
Diabetes	721	9	2	UCI
Heart	281	13	3	UCI
Liver	273	6	2	UCI
Emc	1252	9	3	UCI