Text Classification Using Novel Term Weighting Scheme-Based Improved TF-IDF for Internet Media Reports

Table 2

Reuters-21578 corpus.

No.	Class label	Training samples	Testing samples
1	Acq	1634	728
2	Crude	277	131
3	Earn	2859	1086
4	Grain	41	10
5	Interest	198	87
6	Money-fx	214	93
7	Ship	115	43
8	Trade	269	92