Estimating false positive and false negative error rates in cervical cell classification.

Estimating false positive and false negative error rates in cervical cell classification.

The performance of a cell recognition system on unknown data is often estimated in terms of its error rates on a test set. This paper investigates methods for producing estimates of error rates in cervical cell classification. Classification performance curves calculated using these methods are given for several classification schemes used to classify 1500 cervical cells.

False-positive and false-negative rates in meconium drug testing.

To determine the number of false-negative results produced by inefficient extraction of drugs from meconium, three published procedures were compared by using previously confirmed positive and negative meconium specimens. The methods were not equivalent in their ability to extract drugs from the matrix. To determine the number of false positives reported by the use of screen-only (unconfirmed) ...

A Study of False-Positive and False-Negative Error Rates in Cartridge Case Comparisons

False-positive and false-negative rates for carcinogenicity screens.

The implementation of a number of chemical carcinogen screening programs has been accompanied by the observation that some screens might have high false-positive error rates. With designs presently used at the National Cancer Institute and historical spontaneous tumor rates based upon control animals in previous experiments, we compute upper bounds on the false-positive error rates for several ...

Observations on 'false negative' and 'false positive' rates.

One of the more discouraging trends in the literature of drug testing is the rate at which the toxicology community seems willing to accept imprecision in the use of its technical terms of art. This practice never fails to evoke derision when detected in lay commentary, but I am increasingly struck by the convergence of professional and lay literature in this respect. In the drug testing litera...