CLASSIF1 Data Pattern Classification

• < overtraining

< fig.5      fig.6: Unknown Test Patients

- The test set cyclists #001/1, 002/2, 004/1, 005/1, 006/2, 009/1, 010/3, 012/1, 013/1, 014/4 and #001/3, 006/3, 008/4, 013/6, 016/4 were labeled with: ?, and thereby remained unknown to the learning process as can be checked in fig.2 where these individual are missing in the learning set sequence.

- The unknown cyclists classify similarly as the learning set (fig.1, fig.2) indicating robustness of the CLASSIF1 classifier for the prospective classification of unknown persons.

- Displayed are the first 10 test set normals and all overtrained individuals.

• < overtraining