Approach for Text Classification Based on the Similarity Measurement between Normal Cloud Models

Table 2

Classification performance of different classifier with IG.

Datasets	SVM			𝑘NN			NB			CCJU-TC
	𝑝 (%)	𝑟 (%)	𝐹1	𝑝 (%)	𝑟 (%)	𝐹1	𝑝 (%)	𝑟 (%)	𝐹1	𝑝 (%)	𝑟 (%)	𝐹1
Featured Articles	72	75	73.47	75	77	75.99	70	71	70.50	89	92	90.48
Vehicles	78	81	79.47	81	82	81.50	72	73	72.50	86	89	87.47
Mathematics	80	81	80.50	78	80	78.99	73	75	73.99	87	88	87.50
20-Newsgroups	75	76	75.50	77	78	77.50	70	73	71.47	81	83	81.99
Average	76.25	78.25	77.23	77.75	79.25	78.49	71.25	73	72.11	85.75	88	86.86