Prediction is attempted in GSE50058 which has about eight times more differentially expressed (and therefore predictive) genes.
A mathematical model was proposed to simulate the observed thermal history during the freezing step; then theoretical predictions of the microstructural features were attempted.
On the other hand, predictions of the RTD functions were attempted from classical chemical engineering models such as axial dispersion model and ideal stirred tanks in series model.
Where sufficient data for training regression models are available, quantitative prediction can also be attempted [12, 14, 28, 40].
This reflects the error that can be expected in the model when true predictions of unknown variables are attempted.
Predictions of response have been attempted on the basis of tumor expression of proliferation and apoptosis markers [ 3], endocrine and growth factors, and oncogenes [ 4].
Additionally, in silico prediction of PLD has been attempted in various studies using random forests,[ 31] support vector machines,[ 26], [ 31] nearest neighbor classifications,[ 32] decision trees,[ 32]–[ 33] logistic regressions,[ 26] Bayesian models,[ 26] and artificial neural networks,[ 32] based on the hitherto available data.
There were 688 hours of calms (when predictions were not attempted).
Here both the interpretation of available data on related compounds and the likely mechanism of reaction, often in terms of the relative importance of steric and electronic effects, and the making of predictions for novel structures, may be attempted.
As there are very few introns in yeast transcripts, prediction of uORF conservation has been attempted in S. cerevisiae by analyzing genomic sequence upstream of predicted mORF start sites [ 23], but it is still not clear whether these uORFs are truly conserved (i.e., are under negative selection pressures), or are simply undergoing evolutionary drift.
