Skip to main content
. 2023 Jun 26;28(13):5008. doi: 10.3390/molecules28135008

Figure 2.

Figure 2

Results of regression model selection based on the distributions of loss values of test and validation sets. Set A comprises NuSVR, SVR, MLPRegressor, KNeighborsRegressor, GradientBoostingRegressor, CatBoostRegressor, and HistGradientBoostingRegressor. Set B includes AdaBoostRegressor, LGBMRegressor, and BaggingRegressor in addition to the previously selected regressors. Set A was defined by restricting it to regressors for which score values were less than 0.15 and 0.20 for test and validation subsets, respectively. Set B was augmented with regressors for which both criteria were relaxed by 0.05.