Performance Evaluation in Text Classification

In information retrieval,recall and precision are regarded as two inter-constraint measures.In order to discuss the relation of recall and precision in text categorization,the impact of recall and test sets on precision is analyzed through theory and experiment respectively.In text categorization,recall and precision are consistent.In addition,if recall is confirmed,precision is still influenced by the portion of documents in test sets.