Sentence examples for outliers over from inspiring English sources
In this work, we develop methods for the incremental detection of neighbor-based patterns, in particular, density-based clusters and distance-based outliers over sliding stream windows.
Better clinical coding can influence the quality of data but it is not the main reason for the variance of outliers over time.
With respect to reaction times, we excluded individual outliers over all sessions according to a robust rejection-estimation procedure (4 × median deviation) (Hampel 1985).
Due to the variability of the normal controls the most significant observation may be that there were outliers over-expressing both genes within the tumour group.
The two-part randomness (random subset of patients, random subset of variables) employed by the random forest method has been shown to deliver considerable robustness to noise, outliers, and over-fitting, when compared to a single tree classifier.
To calculate the distributions, we followed the methodology laid out by Alexander et al. (1996), except we used more recent and multiple years of data; because the multiple years of data effectively smoothed over outliers, their removal from the referent source was not necessary.
It's an imperfect system with a fair number of outliers, but over time the magazine group devised guidelines that had significant influence and at least set standards that people could argue about.
Outliers (spent over 6000 s on the assessment) were deleted from the multiple regression analyses.
1.5 coefficients is the limit for the outliers and over 1.5 coefficients the point is detected as an extreme value.
Even anecdotally, as evidenced by this Ars survey, most users use a little more than 200MB of data a month with outliers hitting over 1GB of data.
Furthermore, when the size of the outliers is over 20, the corresponding sample cross-correlations are already quite close to their limiting values (( -0.5) in the first order cross-correlation and 0 in the second order cross-correlation).
