Through a very comprehensive evaluation by using 121 UCI datasets, the effect of bias in the output layer, direct links from the input layer to the output layer and type of activation functions in the hidden layer, scaling of parameter randomization as well as the solution procedure for the output weights are investigated in this work.
We also assessed in real datasets the effect of gradually adding more orthologs with increasing phylogenetic distance to the orthologous set.
In the GEE model that was fitted for this dataset, the effects of each study drug was compared to the effects of pooled vehicle.
Our dataset is the first genome-wide dataset describing the effects of circadian time on gene expression in the hippocampus.
The resulting dataset summarizes the effects of different GAGs on the aggregation kinetics of different proteins, together with the precise experimental conditions in which these effects were recorded in each case (GAG and protein types and concentrations; composition, ionic strength, total solute concentration, pH and temperature of the milieu).
ReadqPCR and NormqPCR were used to analyse a real dataset, investigating the effects of UVB radiation on gene expression in skin by comparing UVB radiated skin to untreated.
Related to the age structure of the SHARE dataset, the effect of smoking shows the long-lasting impact of adverse health behaviour.
This would suggest that while germ line generation times vary greatly in the dataset, the effect of the resultant LBA does not impact on the sequence data to any great extent (1/11datasets).
This is the first study to explore, using a large, reliable, and validated dataset, the effect of patient doctor continuity on the diagnostic process of three common cancers (breast, colorectal, and lung).
This provides a unique opportunity to employ a substantial dataset to investigate the effects of pooling datasets on classifier accuracy, signature stability and enrichment of functional categories.
