Sentence examples for based on conditional mutual from inspiring English sources
In the fitness evaluation function, a new concept of redundancy-free relevance based on conditional mutual information is proposed to measure the goodness of the extracted candidate features.
The full name of each protein in the initial IRN is listed in Additional file 2. PCA-CMI, which was originally proposed by Zhang et al. for inferring GRNs from gene expression data, considers the nonlinear dependence and topological structure of GRNs by employing a path consistency algorithm (PCA) based on conditional mutual information (CMI) [ 20].
And these theories are mainly based on conditional, because the main assumptions concerns conditional reasoning.
In order to assemble our reduced set we ranked organisms based on the conditional mutual information maximization criteria (CMIM), as described by Fleuret [ 18] and detailed in the Methods section.
Each of them dominated a different branch in the network, showing that they had significant relationships to the root gene (which is in Axis 3), but that the relationships for each Axis to the root gene were different (since their separation into different branches was based on unique conditional mutual information).
"A future based on mutual respect, mutual resolve and mutual responsibility.
This entailed developing a strategy to iteratively select nodes for inclusion in a branch and to arrange their topology in a manner reflective of likely interactions based on mutual information and conditional mutual information.
He told his eager audience that he was seeking "a new beginning" based on "mutual interest and mutual respect".
He sent a special offer to "the Muslim world": a new way forward "based on mutual interest and mutual respect".
