From this analysis, a nomogram was generated that predicts individual risk of high-risk disease in UK men who meet the Toronto criteria, based on age, PSA density, number of positive biopsy cores, and the presence or absence of palpable disease.
When the outcome is continuous, regression trees are generated that predict the value of the continuous outcome measure (e.g., length of time from CRC diagnosis to death).
When the outcome is categorical, classification trees are generated that predict the class of a categorical outcome measure (e.g., death within a certain timeframe).
If the response variable is binary such as whether a patient developed HCC or not, then a classification tree is generated that predicts the probability of developing HCC.
After creating a map, models can be generated that will help predict energy consumption and allow for optimization of machine tools and a more sustainable design of machine tools.
Can in silico tools be generated that accurately predict HIF levels at both physiologically-relevant as well as atmospheric oxygen conditions?
A principal component regression model was generated that accurately predicted the S/G ratio for the majority of plants studied (R 2 = 0.985-0.986, root mean standard error of prediction (RMSEP) = 0.02-0.04).
The E-value of the multiple alignment of predicted motif occurrences is an approximate p-value for testing the hypothesis that the predicted motif occurrences were generated from the predicted model against the null hypothesis that the predicted occurrences were generated by the background model.
Subsequently, measurements of the radiation have turned up a series of discrete "tones," or wavelengths, that theorists have predicted should have been generated in the explosion.
Schlessinger and Rost (2005) proposed a neural network model that uses evolutionary information and solvent accessibility that are generated and predicted from the input chain, respectively.
