Sentence examples for compared to the prior knowledge from inspiring English sources
Compared to the prior knowledge, there are 10 green connections (consistent), 1 red connection (wrong sign) and 3 blue connections (additional colour code for predicted binding site).
Third, PERA extracts prior information from pathway data integrated from multiple resources in an automated manner; hence, the interactions extracted from the databases are unbiased compared to the prior knowledge obtained from literature by a single researcher.
The accuracy of the inferred networks is compared to the accuracy of the prior knowledge using different amounts of gene expression data.
This approach clearly improved our ability to estimate the stimulus compared to our prior knowledge about the stimulus, as measured by the Jensen-Shannon divergence between the 'true' P(s| r) and the estimate.
Additional factors that were used to determine candidates for subsequent characterization included single-agent drug toxicities in the PC3-TR cell line (drugs with lower toxicities were given preference), the total loss of cancer cell viability induced by the combination treatment compared to the single agent treatments, and prior knowledge of the drugs as TRAIL sensitizers.
An overview of these effects via appropriate measures and plots compared to prior knowledge is essential for the biological interpretation of gene expression measurements.
Furthermore, compared to the results obtained by SimAttack when no prior knowledge is considered (i.e., Section 9.1.1), SimAttack with prior knowledge increases by 14.9%% the recall but decreases by 16%% the precision.
Compared to the results obtained by SimAttack when no prior knowledge are used (i.e., in the previous section), prior knowledge increases both the recall and the precision (45.3 % versus 36.8%% for the recall, and 87.1 % versus 62.4 % for the precision).
The inferred DAGs using prior knowledge (proposed method) and unifrom prior knowledge (flat prior, standard methods) were compared to the original pathway structures using AUC values.
