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Table 4 The results of three different blending methods

From: Comparison and improvement of the predictability and interpretability with ensemble learning models in QSPR applications

 Training datasetTest dataset
\(R^{2}\)RMSE (nm)\(R_{pred}^{2}\)RMSE (nm)
Uniform blending0.98813.260.92131.35
Linear blending0.99210.250.92231.05
Any blending0.9967.840.93129.11