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However with a 10% deletion the pattern was correctly learnt 82% of the time, demonstrating that the system is quite robust to spike deletion.
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If this image field has the size S and the mask pattern is correctly imaged, the effectively illuminated area amounts to 0.75 × S because of the Cr fill factor of 0.25, so that the local fluence in the maxima is actually a bit higher.
11 (i.e., 39.3%) gene expression patterns were correctly predicted based on the 28-gene network inferred from the ODE model.
Axon tracing at later stages of development, following injection of the two lipophilic dyes DiO and DiI (Baier et al., 1996) into opposite quadrants of the contralateral eye, revealed that the retinotectal projection was correctly patterned in mutant embryos and no misrouting to the ipsilateral hemisphere occurred.
We found that the general pattern of height:diameter ratios was correctly predicted by all four individual-tree growth models, with height:diameter ratios above that of open-grown trees and below that of very dense stands.
Conversely, 85% of the variance in the selected non-linear model parameter combinations was correctly predicted from the pattern descriptors.
Therefore, in both situations, CART did not identify the simulated data patterns that were correctly identified by CHAMBER.
All of these expression patterns have been correctly confirmed by type 1 but not type 2 experiments (Table 2).
The parameters of the algorithm were determined heuristically to optimize its performance (Supplementary Fig. 2 for 3 example patterns that were correctly classified).
We also observe that some of the unassigned patterns can be correctly attributed to literature motifs if other comparison tools are employed instead of TOMTOM.
About 80% of the genes (4,557) were used to train the Bayesian network model and the rest 20% genes (1,132) were used to estimate the proportion of the genes whose expression patterns could be correctly predicted by merely the adopted transcriptional and posttranscriptional regulatory motifs in the networks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com