In rare cases, the prediction would need to be verified via animal studies, which would then be carried out in a targeted manner.
To produce even more accurate predictions, they would need better data.
Of course, to make meaningful predictions, we would need more information about genes and diseases that have no associations data.
In order to address the more general problem of activity/property prediction, we would need to include aspects such as studying the compounds individually or in families, as well as the incorporation of visualizations related to the applicability domain of the QSAR models or the analysis of its outliers.
Furthermore, there are ethical and legal issues associated with genetic testing and risk prediction that would need to be addressed before personalised programmes could be implemented.
However, we suggest that in order to make further assertions or predictions, potential distribution ranges would need to be verified in the field.
Facebook will IPO in April or June 2012, right on time with our prediction and when it would need to start filing public financial reports, according the the Wall Street Journal.
For the budget predictions to come true, there would need to be a fairly sizeable slowing of the economy in the next 12 months – if not Joe Hockey will have a lot more revenue than he expected.
To predict specific crimes, he says, "we would need to improve the precision of our predictions by a factor of 1000".
However, thinking of for RNA gene prediction based on dominant shapes, we would need a scanning version that dynamically changes the shape as it moves along the sequence.
