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Below we therefore report two (Q_{train}^{2}) estimates, the first based on all samples and the second based on samples surviving RANSAC's inherent outlier removal.
All results of identification as well as energy measurements are obtained based on all samples in the (long) observation window L, i.e., with maximum accuracy.
They reported a cross validation error based on all samples, meaning this error was used to chose the correct number of components.
An analysis of molecular variance (AMOVA) was used to examine genetic variation within and among the different populations, based on all samples, with and without the Indian colony (AMOVA I and II, respectively).
Compared with most existing methods for outlier analysis, the GTI can uncover outliers by determining a cut-off based on all samples (both cancer and normal) and standardizing the score to achieve better comparability across genes.
For the results based on all samples, gender has been adjusted as covariate.
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The sampling procedure is to split up each single sample of size ni at a controllable regressor's data point into two portions, the first consisting of the ni−1 observations for initial estimation and the second consisting of the remaining one for overall use in the final estimation in order to define a weighted sample mean based on all sample observations at each data point.
We developed six models (day and night separately for each of three groups): the first was based on all sample elk that occurred inside of the gas field; the second was a subset of the first group for which GAMs predicted females to be parturient; and the third was based on all sample elk that occurred outside of the gas field.
Scatterplot of the mean sample coordinates on the first and second discriminant functions (DF) from a DAPC analysis based on all study samples and four selected reference samples from the Northeast Atlantic previously analyzed in Nielsen et al. (2012).
13021_2018_97_MOESM2_ESM.pdf Additional file 2. All partial dependency plots for PETR (Terra Ronca State Park, Brazil) for RFR models based on all available samples using the threshold 0.1.
All partial dependency plots for PNCV (Chapada dos Veadeiros National Park, Brazil) for RFR models based on all available samples using the threshold 0.1.
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based on all specimens
used on all samples
based on all cases
based on all genes
based on all causes
based on all observations
based on all responses
based on all visits
based on all subjects
based on all adults
based on all votes
based on all births
based on all patients
based on all items
based on all participants
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