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Root mean squared error (RMSE), R2 and corresponding standard deviation (R2SD) of the regression analysis (random forest model) for prediction classification errors of RF, SVM, LDA and KNN on the synthetic dataset.

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Figshare2022-11-09 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Root_mean_squared_error_RMSE_i_R_i_sup_2_sup_and_corresponding_standard_deviation_i_R_i_sup_2_sup_SD_of_the_regression_analysis_random_forest_model_for_prediction_classification_errors_of_RF_SVM_LDA_and_KNN_on_the_synthetic_dataset_/21527331
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Metrics were calculated on the training dataset for a different number of predictors (mtry) using 10-fold cross-validation.
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2022-11-09
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