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Table 3 Fitness results of the seven machine-learning models with their prediction accuracy

From: Optimized strategy for schistosomiasis elimination: results from marginal benefit modeling

Indicators

XGBoost

SVM

GLM

RT

RF

GBM

NNT

R2

0.7306

0.129

0.003

0.1811

0.5578

0.3539

0.1952

MSE

0.0041

0.0172

0.0152

0.0125

0.0068

0.0099

0.0123

RMSE

0.0641

0.1313

0.1234

0.1118

0.0822

0.0993

0.1109

MAE

0.0053

0.046

0.064

0.0408

0.028

0.0457

0.0415

  1. XGBoost eXtreme gradient boosting, SVM support vector machine, GLM generalized linear model, RT regression tree, RF random forest, GBM gradient boosting machine, NNT neural network
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Parasites & Vectors

ISSN: 1756-3305

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