Comparing Regression Models with Count Data to Artificial Neural Network and Ensemble Models for Prediction of Generic Escherichia coli Population in Agricultural Ponds Based on Weather Station Measurements
Gonca Buyrukoğlu, Selim Buyrukoğlu, Zeynal Topalcengiz
Topics & Concepts
StatisticsNegative binomial distributionCount dataOverdispersionPopulationRandom forestArtificial neural networkRegression analysisMathematicsPoisson regressionEnsemble learningAdaBoostRegressionPoisson distributionMachine learningComputer scienceSociologyDemographySupport vector machineHydrological Forecasting Using AIAir Quality Monitoring and ForecastingWater Quality Monitoring Technologies