Sentence examples for misclassification and class from inspiring English sources

The major advantage of Cost Curves over ROCs is that they allow a direct read out of the performance for any specific combination of misclassification and class distribution.

ROC analysis allows us to simultaneously compare classifiers for different misclassification costs and class distributions [ 12].

In principle, three classification results are possible: correct classification, misclassification, and failed class assignment.

In this case Cost Curves are used because they are easier to interpret in meaningful units and they facilitate the selection of the best classifier by simple visualization under certain conditions, for example, for the cost of misclassification and probability of a specific class.

The risks of misclassification, class actions, and tax penalties can also be greatly reduced if not avoided.

This process was repeated while tracking the RF OOB-ER and class-specific misclassification rates at each iteration.

Using the default values for mtry (√p, where p is the number of variables available) and ntree (500), we compared the OOB-ER and class-specific misclassification rates for an imbalanced RF grown without sampsize and a balanced RF grown with sampsize = (50,50).

This leads to misclassification and poor recognition.

The optimal combination of attributes minimizes a weighted sum of total fractional misclassification and the percentage of the total number of variables employed to obtain the misclassification.

They thought they needed to deal with misclassification and then organize.

The number of lawsuits alleging misclassification and wage violations in all industries has skyrocketed over the past decade, hitting record highs.