Comparison of the Data Classification Approaches to Diagnose Spinal Cord Injury

Table 1

Classification results of the patients and control subjects obtained using ANN, SVM, and HCTA.

	ANN	SVM	HCTA
Phase I (paraplegic + tetraplegic + control)	73.3%	78.5%	83.3%
Phase II (paraplegic + control)	76.6%	100%	85.7%

Results of the ANN and SVM approaches shown in this table are the mean values obtained from 10-fold cross-validation. Statistically significant difference between means of the classification results of ANN and SVM was found only for Phase II.