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Table 1 Classification accuracy of a linear classifier using as input the features extracted at different stages.

From: A Human Gait Classification Method Based on Radar Doppler Spectrograms

 

Classification rate

 

Training set

Test set

Features extracted from spectrogram

100%

49.6%

Features extracted from Stage 1

100%

71.0%

Features extracted from Stage 2

100%

98.8%