Based on the expected probability of death, discrimination describes the power of models to distinguish patients who died from those who survived.
In this study, we tested the predictive performance of our discriminant models to distinguish between pairs of disease states (locoregional disease, liver-only metastases, and extrahepatic metastases) by constructing seven models with one-seventh of the data excluded from each model, and with each sample excluded once.
Furthermore, the development of models capable of distinguishing compounds capable of activating T-cells need to be developed.
Kddcup99 stream was collected from the KDD CUP challenge in 1999, and the task is to build predictive models capable of distinguishing between intrusions and normal connections.
Statistical models to distinguish between populations of An. gambiae and An.
In addition, a radial basis neural network is employed to create a model capable of distinguishing these types of discrepancies.
Our multiplexed MSRE enrichment approach enabled us to effectively differentiate between lung cancer, pulmonary fibrosis, and healthy subjects allowing for the formulation of a four-marker model capable of distinguishing lung cancer from controls, fibrotic ILD, and COPD.
13 Discrimination describes the ability of the model to distinguish those at high risk of developing diabetes from those at low risk.
These models were evaluated for discrimination (the ability of the model to distinguish survivors from non-survivors), calibration (the accuracy of the estimated probability of survival), and overall fit.
Discrimination is the ability of the model to distinguish between subjects with and without the event of interest, in this case between patients with a high or low ovarian response and patients without a high or low response.
