Research Article
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms
(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) |
|