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The system can gather and measure pores and skin conductance alerts. The collected signals have been processed using linear discriminant evaluation and an SVM-based mostly classifier was used to detect stress.
The framework has a potential to be used to remotely monitor child security through stress patterns. The research results showed that by combining audio and heart rate alerts, the system had a better efficiency in fighting noise alerts when compared with audio-only methods. The accuracy of one of the best algorithm (SVM+Wrapper) is ninety three.forty seven%. A study by Setz and colleagues showed that even simple electrodermal exercise sensors have the capability to establish stress stage. An EDA sensor can measure skin conductance, which often is correlated with the stress stage of a person. They described how a Swiss group developed an EDA-based system called Emotion Board.
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