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Leave-one-out cross-validation (LOO-CV) and external test set were used for model validation.
A fully simulated, a partially simulated and an experimental data set were used for the evaluation of the methods.
A further 1303 patients from the POSH cohort44 who were unselected for any survival differences and were independent of the stage-1 data set were used for replication analysis at stage-2 (Supplementary Table 1).
The Hartree Fock (HF) method with the 3-21G(d) basis set and density functional theory (DFT) utilizing the B3LYP functional with the 6-31G(d) basis set were used for the geometry optimization and the energy level calculation of the ground state of these complexes, respectively.
The first 5 parts of pairs (i.e., training data set) were used for training the ANFIS while the remaining 1 part of pairs (i.e., checking data set) were used for validating the identified model.
Various samples of each set were used for derivatography, mechanical and thermomechanical, dielectric characteristics, and luminescence measurements.
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One data set is used for calibration, another four experimental data sets are used for validation.
An additional experimental data set is used for sensitivity analysis.
The Global Precipitation Climatology Centre GPCCC) v5 (ref. 50) data set was used for precipitation.
Within this period, the same estimation parameter set is used for all stations and time periods.
One set was used for SEM analysis.
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