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This week's homework involves building a sequence of nearest neighbor classifiers around its tuning parameter K, choosing K using prediction accuracy estimated through tenfold cross validation.
The classification accuracy estimated in step 2 is then compared to the classification accuracy estimated in step 1 to establish the tissue specificity of the gene signatures (Figure 3).
However, knock-down tags provide a reliable index of nest attendance patterns, with an accuracy estimated to be 79% (range: 61 96%) [43], [49].
The skin conductance and heart rate recordings were started manually synchronously with the start of the video, with an accuracy estimated as plus or minus 0.5 seconds.
The result presented in Table 2 shows that the accuracy estimated as PPV was 0.61 for our dataset obtained with MAS5-Spearman, 0.56 for Lee et al. and 0.49 for Griffith et al. As a whole these numbers indicate that the human coexpression network derived from this work includes very consistent co-regulation of genes many times involved in common pathways.
This technique gave a relative accuracy estimated at 6% [ 42].
Similar(33)
In the case of ABA, earlier studies have shown poor accuracy estimates obtained for aspen.
Variability of diagnostic accuracy estimates across studies is high.
This avoids over-optimistic accuracy estimates caused by 're-substitution'.
If the studies are reasonably homogeneous, the accuracy estimates from individual studies will lie along a line corresponding to the pooled accuracy estimate.
The accuracy estimates obtained in this study are higher than those calculated theoretically.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com