Sentence examples for random discrimination from inspiring English sources

Since the average AUC value was greater than 0.50, the classification algorithm screening performed better than did random discrimination.

Perfect discrimination corresponds to an AUC value of 1 while random discrimination corresponds to an AUC value of 0.5.

A random discrimination will give an area of 0.5 under the curve while perfect discrimination between classes will give unity area under the ROC curve.

The random discrimination between primary and metastatic invasive tumors on temporal/external validation demonstrated once more the necessity of validation studies.

The discriminatory ability – the capacity of the model to separate survivors from nonsurvivors, with 1.0 and 0.5 meaning perfect and random discrimination, respectively – was determined using receiver operating characteristic (ROC) curve analysis.

Thus C ranged between 0 and 4. The average C over all sets was divided by 4 to obtain a value between 0 and 1 (with 0.25 for random discrimination).

The implementation and evaluation of the three approaches were initially pursued independently by subgroups of the authors at different institutions, but led to overall comparable results: they make significantly better than random discriminations of binders from non-binders, but fail to reach the prediction quality necessary for practical applications.

AUC values range from 0.5 (random discriminations no better than chance) to 1.0 (perfect discrimination).

The existence of such multistable regime is a plausible assumption supported by the observation of delay activity during delay-response versions of the random dot discrimination task [1], [2].

Information from the random dataset discrimination is used to rank properties significance using Z-scores and their associated P-values (Supplementary Fig. S3).

Our homes, the most sacrosanct form of shelter, are still vulnerable to random and biased discrimination on the basis of our LGBT status.