Sentence examples for model probability values from inspiring English sources

In the applied regression model probability values > 0.5 classified samples as malignant.

Model 4 can fit the data, but contains an additional parameter to achieve this compared to Model 2. It is thus penalized and has a posterior model probability value smaller than Model 2, indicating that the additional complexity introduced is not justifiable.

A well-calibrated model gives probability values that can be reliably associated with the true risk of developing outcomes.

Similar to the syphilis models, the probability values of the independent variables in the spatial lag regression model were similar to the OLS model (p<0.01) and their relative coefficients remained almost the same.

Variables associated with C. abortus infection among white yaks of different geographical origins, gender, seasons and age groups were analyzed in a multivariable logistic regression model, probability (P) value < 0.05 was considered as statistically significant between factors and prevalence.

The model coefficients and probability values, i.e., coded values, are shown in Table 4.

However our aim was to assess the mechanistic basis of the model, not obtain absolute probability values.

Each model produces a probability value by backtracking through model states using the Viterbi algorithm.

High F value of model with low probability value ("Pmodel > F" < 0.0001) shows the significance of the model.

In particular, one can appreciate the crucial consequences of accepting prior information that affects model preferences for providing highest probability values.

We developed linear regression model that takes the predicted probability values of contacts, i.e. the diagonal elements in the Kirchhoff matrix in the window as its input to compute the B'-factor value of the central residue.