Your English writing platform
Discover LudwigSuggestions(5)
Exact(1)
Control classifications with variations in the number of classes, random seeds or masks revealed even more variations in the conformation of TM6 (e.g. see Figure 2 figure supplement 3).
Similar(58)
Though it's difficult to ask more of Martins, who does not ultimately control classification, his efforts only get us halfway and do little to address the torture allegations.
Consider the schizophrenia versus control classification task.
For PREDICT patients, core laboratory QCA reads (Cardiovascular Research Foundation New York) were used for case: control classification.
With the major task to develop validated algorithms to define phenotype from EMRs, investigators quickly confirmed that diagnostic codes are insufficient on their own for research-quality case and control classification.
To control classification and separability of the three groups, we conducted t-tests for each group to determine whether group means were significantly different from our cut-off score in the Conners' Parent questionnaire (T = 63; percentile = 90.3).
In <10% of cases and controls classification by proteome analysis not entirely resulted in the expected clinical outcome.
This enables us to differentiate various levels of phenotypic trait, unlike problems of case-control classification.
The PCR method described above allowed an internal standard controlled classification of GSTM1-deficient (GSTM1-null genotype) individuals.
As described above, we controlled classification and separability of the three groups by testing group means against our Conners' Parent questionnaire cut-off score (T = 63).
The goal of feature selection is to identify such a panel of genetic and other risk factors, which result in a model that optimally predicts the phenotypic response variables, either the class labels in case-control classification (e.g. disease vs. healthy), or quantitative phenotypes in regression problems (e.g. height prediction).
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