By using the Student t-test, the different predictor variables of teeth selected between male and females were found to be significant (p < 0.05).
Next, the coefficients from the multiple linear regression for the different predictors were multiplied by the number of these predictors in the area to estimate GP consultation time for all the postcode areas in the Netherlands (n = 4,033; Figure 2).
Furthermore, the table also shows that, as discussed above, these donor weights can be obtained by completely different predictor weights.
A regHMM can be considered a mixture of regression models with the Markov property in the hidden state, which is determined by the different associations between predictor and response variables in terms of regression coefficients and residual distributions.
Table 5 shows the Top-10 predictions by different predictors ordered by the MCC and precision among 33 independent testing samples.
As R2 values could be affected by the different number of predictors included in each model66, we also conducted variance partitioning using the adjusted R2 (see Supplementary Table 3b), which gave very similar results.
Hence, the pooling of structures obtained by different predictors is primarily useful if the merged decoy set accurately reflects the collection of structures expected to be encountered in a real prediction scenario.
Finally, the Database of Disordered Protein Prediction (DP, http://d2p2.pro/) stores disorder predictions (Box 3) made by nine different predictors for proteins from completely sequenced genomes.
Table 2 depicts the indicators of model fit obtained by using model forms with different predictor variables, after back transformation from a logarithmic form using REst correction factor.
Finally, the results from all these procedures are parsed and presented as two web pages: the first one presents all the original results; the second one contains the final consensus-based predictions by integrating the results from different predictors.
