Out of the 5 to 10 different structures submitted by each participating modeling team for each puzzle, we and others have been unable to rank the models with correct tertiary helical arrangements as our top submissions, much less confidently assign accuracies to these models or select candidates for computationally expensive refinement.
In each 40-trial block, values were assigned to accuracy on the visual array and tone discriminations such that the total value of correct responses on any single trial equaled 1,000 points.
To illustrate the pattern of predictive ability of BLUP|GA with respect to the parameters assigned, the accuracy of BLUP|GA for trait T3 in the candidate population with weights ranging from 0.1 to 0.99, top% ranging from 0.05 to 10% and nflank = 6 is shown in Figure 3.
Essentially, the algorithm measures each turker against its current best guesses for the true labels, and assigns accuracy values based on how often the turker matches its estimate.
For Algarvia animals, ~22 to 50% of the individuals were correctly assigned with accuracies > 0.94 (ratio between the number of correctly assigned individuals and the sum of correctly and incorrectly assigned).
The quality of the F. tularensis MEP synthase model was evaluated using ProQRes[10], which uses atom-atom contacts, residue-residue contacts, solvent accessibility, and secondary structure information to assign an accuracy score from 0 (unreliable) to 1 (reliable).
In the absence of known or expected fold-change values in this data set, it is not possible to assign greater accuracy to any of the methods.
We establish error estimates for the method which show that the method can achieve any desired accuracy by assigning the corresponding accuracy to the sub-algorithms and has better accuracy under an assumption on the zero level set of the level set function which holds generally.
Predicted assignment accuracy is estimated as the average of, where each individual is assigned to 1 of K different sources.
Discriminant analysis based on these characters, assigned with low accuracy (< 60%) each specimen to its original geographical population.
