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The format of this descriptor is not conventional.
Conversely, the pattern obtained from the ProtFP (Feature) descriptor set does not clearly separate actives and inactives, explaining the poor performance of this descriptor set.
So, again the decrease in the relevance of this descriptor was not great; it is still the most relevant descriptor overall in the set of model trees built by Bagging, even with 10% noise added to its value, which further reinforces our confidence in the predictive power of this descriptor.
The evaluation of this descriptor, as applied to classification tasks, was performed using a support vector machine after the features of the descriptor had been optimized by a genetic algorithm.
Moreover, the incorporation of color information and high-level feature representation like sparse coding and pooling might further boost the performance of this descriptor which will be addressed in the future.
In summary, according to the regression tree model built by M5P, the most relevant descriptor for predicting log Vss is log Kskin:plasma, where larger values of this descriptor are associated with higher log Vss values.
Similar(41)
For seven diverse drugs, a sigmoidal dependence of the fraction absorbed on this descriptor was observed.
The overall correlation of bitterness to this descriptor is positive [ 28].
The Bioclipse-QSAR is a formidable example of this; Descriptors can be calculated on the local computer while, if connected to a network, remote services can provide additional descriptors or offer high performance computers for speeding up demanding calculations.
On the other hand, using the predicted adipose tissue's log Kt:p descriptor values with 10% of noise, this descriptor occurs as the root node, on average, in 8.6 of the 10 model trees.
Three consumers described tequila Herradura as spicy, while only one of them stated our tequila spicy and none of them assigned this descriptor to tequila Herradura.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com