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Table 3 GROUP I: classification results

From: EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study

Test type Classification
  Results (%)
TEST 1 SVM trained and tested with individual data 93.9 ± 4.4
TEST 2 SVM trained with dataset from a composite of all subjects and tested with the remaining dataset 89.6 ± 4.4
TEST 3 SVM trained with dataset from a composite of 7 subjects and tested with a dataset from 2 worst subjects 79.1
TEST 4 SVM trained with dataset from a composite of 7 subjects and tested with a dataset from 2 good subjects 97.5
  1. Percentage of correct classification for each test carried out in the case of healthy subjects.