Table 2.xls (5.5 kB)
Download fileHyperparameter tuning space for each machine learning algorithm.
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posted on 2021-07-09, 18:11 authored by Fatemeh Pouromran, Srinivasan Radhakrishnan, Sagar KamarthiHyperparameter tuning space for each machine learning algorithm.
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pain scalewrist biosensorheat painobjective pain intensity estimation...signal-feature-model combinationElectrodermal Activityinformation-rich sensorEMGExtreme Gradient BoostingEDA signal0.92 MAEpain assessment resultsSVR model1 unitstudy participantssubject-independent modelBioVid Heat Pain DatasetECGLinear RegressionSupport Vector Regressionpain intensity estimationpain intensity predictionwearable pain measurement devicesquare error1.16 rootvalue pain intensity estimationEDA signalsestimate pain intensity3 featuressuboptimal treatment plans1.13 RMSE
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