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To ensure that all associated information for the models and their predictions are captured (e.g., descriptor values, statistics, methods and versions of the models used to make those predictions), the predicted values in ChemProp have been supplemented by the development of the DSSTox-Models database.
However, the correlation between the estimated breeding values and their predicted values in the testing set (referred to as predictive accuracy hereafter) reached its peak (0.8886) with a panel size of 1000 SNP, and then went down slightly.
However, the correlation between marbling score EPD and their predicted values in the testing set (referred to hereafter as predictive accuracy) reached its peak (0.863) with a panel size of 700 SNPs, and decreased thereafter.
We then divide the original weights by the predicted values in order to obtain corrected weights.
First, predicted values in linear probability models are not bound within the unit interval.
The theory description length has been derived from encoding of literals and encoding of the predicted values in leaves [155].
One of the major contributions of the current study is to use predicted values in addition to experimental ones.
It was found that the experimentally observed modulus enhancement was much stronger than the predicted values in the rubbery region.
Now we use Figure 4 to compare the average monthly behavior of EC and maximum temperature for the predicted values in future.
Bioactivity values were then predicted using the modified compound descriptors, and the difference between the predicted values in the presence or absence of a given feature were calculated.
Experimental values obtained corresponding to optimal setting for MR and SR were 2.65 mm/min and 1.7 µm that are closer to the predicted values in Table 6.
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