/PPAW

Streaming Ensemble Regression For Very Temporal Concept Drifting Data Using Active Learning

Primary LanguagePython

StreamingEnsembleRegressionForVeryTemporalConceptDriftingDataUsingActiveLearning

Code for our paper 'Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable'

https://arxiv.org/abs/1807.04667

@conference{onlineheartprediction,
author = {{McConville}, R. and {Archer}, G. and {Craddock}, I. and {ter Horst}, H. and {Piechocki}, R. and {Pope}, J. and {Santos-Rodriguez}, R.},
title = "{Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable}",
booktitle=" MLMH 2018: 2018 KDD Workshop on Machine Learning for Medicine and Healthcare",
year = 2018,
}

Please use my forked version of modAL for this: https://github.com/rymc/modAL