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Fig. 2 Illustration of how conformal prediction classes are assigned.
ROC analysis denotes the true-positive rate (TPR) versus the false-positive rate (FPR) subject to the threshold dividing the prediction classes.
The reliability class was derived from the difference of highest and second-highest probabilities assigned to the prediction classes SP, mTP, cTP or "other".
Pathogenicity predictions on variants identified within the analyzed dataset were estimated using MutPred [ 20], Polyphen-2 [ 21] and SNPs&GO [ 22] online software, producing 6 different scores and related prediction classes for each variant.
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Comparison across prediction class was performed using log-rank test.
Output from this network is the prediction class for the given input vector.
This article describes the types of studies that can be conducted with microarray experiments (class comparison, class prediction, class discovery).
The final landslide susceptibility map in five susceptibility prediction class based on the LSI values (Fig. 10).
The results of prediction is provided in the tabular format with prediction class (inhibitor or non-inhibitor) of both phase as well as pharmacophore features similar to first line as well as second line M.tb drugs present or absent.
We have provided the list of genes with variants sub-classified by each annotated effect prediction class (Table 2).
IPred was designed with a focus on combining different prediction strategies to complement their advantages and counterbalance weaknesses of one prediction class with information from another.
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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