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The remaining eight mixtures were used for validation set.
The RMSE and mean absolute errors in WNN model were 0.220 and 0.158 for prediction set and 0.156 and 0.114 for validation set.
The algorithm maintained an average spacing of 35.7 cm for validation set whereas the average spacing for three workers was 33.7 cm.
for validation set samples (914 cases and 967 controls).
The peak detection thresholds were set for training set and kept same for validation set.
For validation set 2, we had genotype data from 986 non-Hispanic white American individuals from the general population, which we used to calculate the quintiles.
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The variance test in Table 2 shows no significant difference between the prediction precision (RMSE %) between the predictions obtained with different training sets for either validation sets (p values (>0.81) for validations set Comm, (>0.43) for Prof).
Statistics were computed for each validation set in turn, giving for example, 5 validation results for the 5-fold cross validation.
The peculiarity of this study is that the gene expressions were collected using a different technique for the training set than for the validation set.
The MAE values of the MNL models ranged between 0.084 0.099 for the derivation set and 0.075 0.101 for the validation set.
The MAE values of both models were the same: 0.095 for the derivation set and 0.066 for the validation set.
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