Sentence examples for models predicting probability from inspiring English sources
Logistic models predicting probability of survival for individual trees were developed, respectively, for Norway spruce (Picea abies (L).
We then used a logistic regression model predicting probability of consistency between the two sources to estimate the probability of each record on the two administrative data sources being identified as being of Aboriginal and/or Torres Strait Islander origin in a survey.
Another measure we used to assess the models' predicted probabilities was the Brier score.
The mean squared error, MSE, between model predicted probability and observed binary outcomes is often taken as a single global index of model prediction performance and is known as accuracy.
The first transformation (prevalence correction) is a constant correction term which was added to each patient's risk score; the second (modelling the risk score) recalibrates the model predicted probability by a linear regression approach.
Mammographic density has been shown to increase modestly the concordance statistic associated with Gail model predicted probability, and thus it should improve the accuracy of individual risk estimates [ 9, 10].
For example a convenient recalibration of model predicted probability may be obtained by cubic monotonic polynomial fitting: (2) P r e c = 1 1 + exp (a + b P + c P 2 + d P 3 ) where d must be set equal to c/(3 b) to ensure that the cubic polynomial is a monotonic function.
Typically such algorithms operate on matrices of species presence absence in sites, or on species-specific distributions of model predicted probabilities of occurrence in grid cells.
Post-model predicted probabilities were estimated using the identified risk factors.
In this case the relationship between actual and model predicted probabilities could be better approximated by using other appropriate methods (e.g. polynomial regression, B-splines or similar).
The model predicts probabilities of haemorrhage, death, independence and dependence at 3-months, with and without thrombolysis, as a function of 13 patient characteristics.
