Your English writing platform
Discover LudwigExact(2)
More than 100 activities are predicted with their probability of activities and in-activities.
m heights : m different emergent properties of the biological system (e.g. timing or probability of activities; reliability or mechanical properties of structures; any other conceivable property of an organism or one of its biological substructures).
Similar(58)
A Bayesian classifier considers each structural feature or descriptor independent of the other descriptors, and the probability of activity is considered to be proportional to the ratio of actives to inactives that share the descriptor value.
The probability of activity in any of these scenarios can be conceptually derived from the probability of activation of a protein.
Such a conditional probability measures the probability of activity for one compound given that a structurally related compound was active.
In contrast to NBH-based prediction of numerical potency values, the conditional probability method can utilize approximate potency measurements (e.g., primary screening data) leading to a binary classification of inactive vs. active data set compounds and ensuing prediction of a probability of activity for VCs.
Suppose p L and p H are two thresholds that define "low probability of activity" and "high probability of activity".
The first predicts the probability of activity interference as a function of event noise level.
These predictions output a probability of activity for a compound (0-1).
In this way, we can compute the conditional probability of activity for each database structure, and hence rank the database in decreasing order of these probabilities.
Such thresholds allow the models to more precisely generate binary predictions based on a calculated probability of activity, i.e. activity if Pa ≥ threshold.
Write better and faster with AI suggestions while staying true to your unique style.
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