@article{(Open Science Index):https://publications.waset.org/pdf/972, title = {An Evaluation of Algorithms for Single-Echo Biosonar Target Classification}, author = {Turgay Temel and John Hallam}, country = {}, institution = {}, abstract = {A recent neurospiking coding scheme for feature extraction from biosonar echoes of various plants is examined with avariety of stochastic classifiers. Feature vectors derived are employedin well-known stochastic classifiers, including nearest-neighborhood,single Gaussian and a Gaussian mixture with EM optimization.Classifiers' performances are evaluated by using cross-validation and bootstrapping techniques. It is shown that the various classifers perform equivalently and that the modified preprocessing configuration yields considerably improved results. }, journal = {International Journal of Computer and Information Engineering}, volume = {1}, number = {1}, year = {2007}, pages = {229 - 232}, ee = {https://publications.waset.org/pdf/972}, url = {https://publications.waset.org/vol/1}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 1, 2007}, }