Exact(2)
Besides the documents in the given dataset, users were asked to validate the ranking by eFIP output for relevant genes.
To further validate the ranking ability, we have selected a top 10 (based on classifier score) per journal of documents that are predicted to be ChEMBL-like.
Similar(58)
To validate that the ranking of methods also holds for larger samples sizes we reran a single chunk of 20,000 markers using pre-phased reference data with the 242 sequenced animals in the reference and 2,000 animals with HD data.
Silencing of GPR160 was found to decrease viability of VCaP and LAPC-4 (p <.01) cells and moderately the viability of PC-3 prostate cancer cells (p <.05), but not RWPE-1, thus validating the rank product analysis based CSMA results.
LOOCV was applied to validate the feature ranking scores.
We then used a paired Wilcoxon signed rank test to validate whether the ranks of the real steps were higher than the ranks of the random steps.
To this end we have validated the final rank of the algorithms (R t in Equation 3 (which is a mean measure), also with the analysis of the median of the Difference Score, which is a more robust measure with respect to noise.
Transcript accumulation measured by qRT-PCR was fairly consistent with the microarray results for all 12 validated genes, particularly in the ranking of magnitude of expression, indicating that the microarray experiments in this study were sufficiently reliable for the identification of genes that may influence xylem formation in the cambium of Japanese cedar.
Transcript accumulation measured by the RT-MLPA method was relatively consistent with the microarray results for all 10 validated genes, particularly in the ranking of expression magnitude, suggesting the microarray experiments in this study were sufficiently reliable for the identification of candidate genes that may influence juvenile wood stiffness and MFA.
Tables 3 and 4 further validate these conclusions by showing the ranking of alternative priorities based on the COG and Chen's defuzzification methods, respectively.
To validate our approach, we repeated the ranking of the four prediction tools but using a traditional approach: experimental signals were assigned to their corresponding nuclei and the differences between experimental and predicted shifts were computed.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com