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The pupil tracker could follow all the drifts and most micro saccades (with speeds up to 50 deg/s on the retina; 25 mm/s on the pupil plane) with its default accuracy as it was estimated using a rotating model eye.
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A default integration accuracy parameter of 4.0 was used for geometry optimizations and single point calculations for all systems under study.
Indeed we show that rating agencies not only publish more, but also more accurate information in case of multiple ratings, as average default prediction accuracy is significantly higher compared to single-rated tranches.
Each conformation was converted into a spectrophore using the default values (accuracy: 20°, resolution: 3 Å, stereospecificity: 'none'none
For each compound in the DUD-E set, ten conformations were generated using RDKit [49] and each conformation was converted into a spectrophore with default parameters (accuracy: 20°, resolution: 3 Å, stereospecificity: 'none'none
In order to avoid overfitting data, a default precision accuracy of 95% was set for each node.
Values for k = 20 (kFull) and k = 18 (kML) were used as default values (accuracy comparisons for different values for k are shown in Supplementary Figure S1).
Results described below are for the default 'high-accuracy' models, but results for the 'naive' and complete models are similar.
For the case where high coverage is required, MEDELLER also produces a 'high-coverage' model, in addition to the default 'high-accuracy' model.
Hence, the most recent information is helpful in predicting default with higher accuracy.
Thus, one tiny photo interrupter can distinguish 13 levels including 11 levels of grayscale from white (0%) to black (100%), "Open", and "Default" with considerable accuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com