Your English writing platform
Discover LudwigExact(1)
The original analysis in Desai et al. (2011) estimated 24% of the 54 675 genomic variables (probe sets) to be associated with the ocMOF score.
Similar(59)
The output function is a sparse model, i.e. some input variables (probe-sets) will not contribute to the final estimator.
The statistical framework described above provides a set of K lists of selected variables, therefore it is necessary to choose an appropriate criterion [ 31] in order to assess a common list of relevant variables (probe-sets or proteins, in our case).
A 10-fold cross validation led to a choice of 8 variables (probes) for the first dimension, around 100 for the second and 70 for the third dimensions.
Then, Ranking-PCA was applied to the TF1 dataset consisting in 17 samples (7 control and 10 pathological) described by 10,194 variables (probes).
Our novel feature extraction methodology, based on a mathematical model of the radioactive emission, reduces variability due to saturation, neighbourhood effects and variable probe amount.
In cases with multiple probes per gene the most variable probe was selected, resulting in 18,295 unique genes.
In cases with multiple probes per gene the most variable probe was selected, resulting in 18,295 unique coding genes.
An InterQuartile Range was calculated across all samples for each probe, and used to select the most variable probe of those that mapped to the same transcript.
They also provide tools for analyses of the eddy current impedance diagrams collected under variable probe parameters and for different properties of the layers and substrates.
For future designs, variable probe length design (24 26 mers) might be considered in order to achieve a more uniform melting temperature distribution for all probes [25].
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