Research Article

Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms

Algorithm 2

Prediction Method.
(1)procedure PREDICTION()
(2) while countPoint < numberOfPointInFile
(3)  extract data//lockback
(4)  extract glucose//predictionPoint
(5)  countPoint ++
(6) split train, test
(7) for model in modelList
(8)  train model//modelTraining
(9)  predict trainGlucose
(10)  getModelWeights GA
(11) for trainModel in trainModelList
(12)  predict testGlucose
(13)  multiply trainModelWeight, testPredGlucose
(14) modelSums multiplyPredResult
(15) calculate RMSE(testGlucose, modelSumsResult)