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The prediction method is designed to work for different values of t d within a reasonable range, since it is based on confidence values.
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Various thresholds were explored e.g. based on confidence interval limits for mean values by global satisfaction.
P-values are based on confidence intervals generated from fitting the model on resampled data 10,000 times.
Figure 11 Results obtained using HBP based on confidence measure.
Trust is based on confidence.
Assertive is boldness based on confidence.
min α / max α c i T ⋅ N ⋅ α subject to : v m i n ≤ N ⋅ α ≤ v m a x Error (N ⋅ α ) ≤ Erro r m a x where c i = (0, 0,...0, 1, 0...0) is a vector of all zeros with a 1 in position i, and Error max was set based on the confidence value.
For pixel-level training, we select samples from the superpixels based on their classification confidence values.
As a common rule, the thresholds were adjusted based on the classification confidence values to evaluate the trade-off between FAR and FRR.
A total of 15 678 genes were selected with high confidence based on RPKM values converted from mapped read counts by DEGseq (Supplementary Dataset S1).
The Root-Mean-Square Error of Approximation (RMSEA) and its 90%% confidence interval (90 % CI) are based on the residual values; high values indicate a non-adjusted model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com