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Either Peace drew his sample from a minority of Yahoo data or he was dealing with a different set of data altogether.
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Given that samples from only a minority of patients had mutational analysis, we cannot exclude the possibility that we inadvertently introduced a bias that reduced the chance of sampling patients with a V600E mutation in their tumour.
Follow-up samples were available from a minority of the patients, which could have caused bias and decreases power with respect to the analysis of repeated galectin-3 sampling.
The cost of misclassifying a majority sample as a minority sample is set from 0.1 to 0.9. Figure 2 shows the F-measure (F), TPR (R), and PPV (P) values of minority class of AdaCost and Cost-sensitive decision tree with respect to the different cost settings on four medical data sets.
The number of participants included in this study is small as sputum samples were available only from a minority of participants in the parent trial.
From a minority of samples we only isolated DNA.
Consequently 80% of the sample is from an ethnic minority.
The population was more diverse than in many previous trials 8 9 10 17 31; 13% of the sample were from an ethnic minority group, more than 30% were men, and 73.4% were from the two most socioeconomically disadvantaged fifths of the population.
However, questionnaire respondents had a varied age range, a mix of the genders and a wide variety of ethnicities (over half of our sample was from an ethnic minority), suggesting that the views of a range of respondents had been captured in the evaluation.
Sampling also included a minority of cells from earlier time points due to asynchrony of the culture (see DAPI staining results, Additional File 10).
Only 3.1% reported being from a minority ethnic group.
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