Sentence examples for minimal classification from inspiring English sources

A cut-off value of the model scores which corresponds to the minimal classification errors in the training samples was taken as the classification threshold.

Minimal cost classification is an important issue in data mining and machine learning.

Minimal International Classification of Sleep Disorders criteria were used to assess REM sleep behavior disorder (RBD) (World Health Organization 1992).

The homozygous minimal medium classifications were used in this analysis to allow identification of knockouts that do no affect growth even when no copies are present and growth conditions are less favorable.

The design of iGEC has three objectives to be simultaneously optimized: maximal classification accuracy, minimal number of rules, and minimal number of used genes.

The robust design of this technique facilitates the system to cope with partially occluded gait cycles with minimal loss in classification accuracy.

The Bayes error corresponds to the minimal probability of classification error for any given distributions [33], [34], that is, the probability that a sample is assigned to a wrong class [10].

Although invasion of the mediastinum falls into the T4 category in the TNM staging classification, minimal invasion of fat only (without invasion of vascular or other structures) is generally considered resectable by many surgeons.

DAD: Discharge abstact database; PUMF: Public use microdata file; AHRQ Agencyy for Healthcare Research and Quality; PRAM: Post randomization method; Prec: Precision; DM: Discernability metric; MD: Minimal distortion; CM: Classification metric; IG: Information gain; PL: Privacy loss.

From the experimental results we conclude that the number of intervals in which frequencies are discretized has minimal effects on classification quality, provided that at least 3 intervals are used (results not reported).

The minimal requirement for classification of a position as HCDiff is the coverage by ≥3 sequences in both orientations with Phred quality ≥Q20 [ 36, 37] representing the variant, unless there are ≥5 reads in just one orientation.