Exact(1)
Rather than comparing these technologies in an attempt to identify the 'most powerful one' (by whichever criterion is selected), we believe that it would be more useful to integrate many of these orthogonal molecular representations into a unified machine learning model, with the goal of developing a virtual screening toolbox with optimized predictive power.
Similar(59)
A receptor-optimized molecular descriptor approach has strong predictive power to find new ligands.
We present an optimized predictive model (named symphony) that integrates predictions from in silico models.
To judge the difference in predictive power between two distinct predictor sets, confidence intervals for the predictive power of optimized models are estimated using jackknife resampling.
The predictive power was amazing.
Have no "success in life" predictive power.
But the predictive power of the scans is limited.
(So much for the predictive power of earnings).
Only the unpleasant words, the study found, have predictive power.
Predictive power correlates with number of observed pulsars.
Supplementary Fig. 10 Predictive power for genomic function.
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