Our method can handle multiple data sources such as expression correlation datasets, co-occurrence of protein names in literature obtained via text-mining, or cross-species sequence comparisons (e.g. orthology networks [34], [35]).
List of references that had data which was included in the heritability or genetic correlation datasets, also including information on the species studied and the location of the parameter estimates within the reference.
Such datasets will have very little effect on the network produced by an un-weighted method, as very few pairs of genes are taken, and they have to "compete" with larger (more significant correlations) datasets.
Replacing any of the six heterogenous datasets above (containing 67 85% ER+ tumours) with homogeneous datasets (containing only ER+ or ER- tumours) showed a dramatic reduction in the correlation between dataset or tumour number and prediction of recurrence (Additional File 8B).
We have found a positive correlation between dataset size and performance.
Fig. 2 Graph of QM and EEM charges correlation for dataset CCD_exp and LR+RMSD approach (a) and DE-MIN+RMSD approach (b).
With this correlation, a dataset of correction factors was derived which can be used by architects and building engineers to calculate the OTTV of air-conditioned commercial buildings constructed with double skin façade.
Cortical neurons may have different dendritic transcriptomes from hippocampal neurons but tissue level transcriptomes show greater than 0.95 correlation (GNF dataset [ 33]; see below).
Correlation on dataset from patients with AIDS or malaria was stronger for T Mtb-iNet, indicating an involvement of T Mtb-iNet in these chronic human infections.
Using Π, V and W to describe the correlation among datasets only requires O KD) parameters, which is significantly less complex than O(3 D ) parameters.
