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Power is thus based on a two facetted compound accuracy measure (disease presence and disease location) [ 4, 16, 17].
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Table 1 Statistical performance of models using 8 MDL descriptors (Model A) and 12 Dragon descriptors (Model B). Model A (8 MDL descriptors) Model B (12 Dragon descriptors) Internal validation Training (644 compounds) Test (161 compounds) Training (644 compounds) Test (161 compounds) Accuracy, % 91 73896969 Sensitivity, % 96759075 75 Specificity, % 86698761 61.
The micro-average (simultaneous average over fingerprint properties and compounds) accuracy and F1 of the individual kernels on the predictions of fingerprint properties with bias rate <0.9 are shown in Table 1 with the SDs computed from different cross-validation folds.
The chaotic, complex and dynamical behavior of SM can compound the accuracy of data-driven models.
By applying selected molecular descriptors it was possible to classify active and inactive compounds with accuracy up to 92% and also to suggest the activity of new untested molecules.
These problems are compounded by accuracy issues in the register, particularly since (both in the case of Italy and Spain) there is a lack of incentives for immigrants to de-register when they leave the country or change their residence within it.
Furthermore, we predicted LD50 values for external compounds with accuracy, exceeding that of previously published QSAR models developed with the commercial (TOPKAT) software.
There are several reviews and comparative studies on AD methods available in the literature [3 8], which focus on either distinguishing inliers from outliers, or high accuracy compounds from low accuracy compounds.
The general declined to say exactly how Mr. Muhammad was killed, but said Pakistani helicopters and artillery were both capable of striking a compound with pinpoint accuracy.
Matrix spikes (n = 2) and surrogate recoveries were used to characterize accuracy, compound recovery from the matrix, and extraction efficiency.
The model was able to assign positive and negative influences on a particular compound with relative accuracy.
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CEO of Professional Science Editing for Scientists @ prosciediting.com