Sentence examples for they represent conditional from inspiring English sources

Bayesian networks are readily interpretable as they represent conditional probability relationships among information sources and formal representation of such relationships between features.

Utilizing graph theories, a BN describes random variables by nodes connected by links, which represent conditional probability tables (CPT) explaining the probabilistic relationship between the linked nodes.

Their nodes represent random variables (discrete or continuous) and the edges represent conditional dependencies, forming a directed acyclic graph.

The arcs between nodes represent conditional dependencies (e.g. direct causal relationships or influence) and are characterized by conditional probability tables (CPTs).

The SFA approach only addresses the issue of marginal distribution differences and does not address any context feature bias issues, which would represent conditional distribution differences.

The edges represent conditional dependencies, each node being associated with a probability function that takes as input a particular set of values for the node's parent variables and gives the probability of the variable represented by the node.

Note that the log-likelihood ratio can be used to represent conditional entropy in soft decision-making, while only two values ((-1,1) or (0,1)) can be used for hard decision-making.

These methods assume that gene expression values are jointly Gaussian distributed and represent conditional dependencies between genes by an undirected graph.

The nodes represent random variables and the arcs represent conditional probabilistic dependency between nodes, where the distribution of each node is dependent on its parent nodes but conditionally independent of all other nodes.

Edges represent conditional dependencies; nodes that are not connected represent variables that are conditionally independent.

Bars beside each node represent conditional probabilities (low to high, from right to left).