Evaluation and Fuzzy Classification of Gene Finding Programs on Human Genome Sequences

摘要

This paper presents an evaluation of the four of the more common gene finding programs. The evaluation was conducted on a new data set consisting of only human genome sequences extracted from GenBank. Newest sequences were used to avoid overlap with the training sets of the gene-finding programs. The results of this evaluation are then used to classify the gene finding programs using fuzzy logic. The programs are classified into three fuzzy sets of high, mediocre and low accuracy. The results are then presented in the form of words so as to be easily understood by humans.