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The mean absolute deviation in ranks between the direct prioritization ranking and the predicted rankings illustrates that the PTO-WAD not only produces the smallest number of errors, but also that these errors are less serious (table 4).
The phrase came to Cassandra's mind when ruminating on the "world in figures" section of The World in 2012, in particular when looking at the predicted rankings for economic growth in the year ahead.I have no quarrel with the figures themselves, all drawn from the acknowledged number-crunchers at the Economist Intelligence Unit.
The predicted rankings are in good agreement with experiment and support using this model for structure-based design of BACE inhibitors.
The predicted rankings are robust against moderate changes of δ e.
This generates a score that reflects the relationship (concordant or discordant) between the predicted rankings of two cell lines to their corresponding experimental rankings.
The pc-index compares the predicted rankings of any two cell lines to their experimental rankings (this process is repeated for all possible cell line pairs).
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FABS-SVM has the second best performance among these six methods, but is far behind FABS-NC′: In some cases FABS-NC′ produces over half correctly predicted ranking experiment trials than FABS-SVM.
The algorithm here presented represents one efficient way of predicting rankings of expression values.
These predicted ranking lists can be compared to the ground-truth ranking list to evaluate the VS performances respectively, as measured by the value of NDCG.
To determine predicted reliability rankings, the magazine's experts average the overall reliability scores for the most recent three model years, provided the vehicle has not changed significantly in that time or for 2011.
Based on this we pose that SVMs are better in predicting top ranking predictions, but RFs are better in predicting negative predictions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com