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The external validation suggested that 3-way PLS is better than standard (2-way) PLS for prediction.
Induction of these genes specifically in Kavya and further real-time PCR validation suggested that despite being ineffective against GMB4M, the Gm1 gene mounted an active resistance response during early hours of infestation.
The cross validation suggested that the estimate of the basic reproduction ratio (R0) was fairly consistent.
Enrichment validation suggested that the CILIOGENESIS data set may be enriched for ciliopathy disease genes.
Experimental validation suggested that some sRNAs play a role in adaptation of Burkholderia to antibiotic exposure and survival in a host-specific environment.
Although the initial HMM constructed from plant specific sequences performed well in test set discrimination, jack-knife testing by leave-one-out cross validation suggested that this model might have difficulty generalizing to a broader data set.
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The validation suggests that our model can be used to estimate the herd's SMP with the herd's Cpk.
The simulation results have as well experimental validation suggest that propose approach is effective and can achieve an average efficiency improvement up to 8%.
Numerical validation suggests that current SVR based prediction model could accurately give the value of time relaxation parameter in different flow conditions.
Cross validation suggests that these genes need to be tested as potential markers of HSCs and may have functionally important roles in hematopoiesis.
This validation suggests that the model is accurate when extrapolating spatially, indicating the models reliability when applied to novel climatic conditions (Fig. 1).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com