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) |
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