miRNAss
Genome-Wide Discovery of Pre-miRNAs with few Labeled Examples
Description
Machine learning method specifically designed for pre-miRNA prediction. It takes advantage of unlabeled sequences to improve the prediction rates even when there are just a few positive examples, when the negative examples are unreliable or are not good representatives of its class. Furthermore, the method can automatically search for negative examples if the user is unable to provide them. MiRNAss can find a good boundary to divide the pre-miRNAs from other groups of sequences; it automatically optimizes the threshold that defines the classes boundaries, and thus, it is robust to high class imbalance. Each step of the method is scalable and can handle large volumes of data.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Cristian Yones <cyones@sinc.unl.edu.ar>’
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Authors@R: person(given = "Cristian",
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email = "cyones@sinc.unl.edu.ar")
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From: inst/doc/miRNAss.pdf
CRAN incoming feasibility
Maintainer: ‘Cristian Yones <cyones@sinc.unl.edu.ar>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Cristian",
family = "Yones",
role = c("aut", "cre"),
email = "cyones@sinc.unl.edu.ar")
as necessary.
Found the following (possibly) invalid file URI:
URI: cyones@sinc.unl.edu.ar
From: inst/doc/miRNAss.pdf
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Cristian Yones <cyones@sinc.unl.edu.ar>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Cristian",
family = "Yones",
role = c("aut", "cre"),
email = "cyones@sinc.unl.edu.ar")
as necessary.
Found the following (possibly) invalid file URI:
URI: cyones@sinc.unl.edu.ar
From: inst/doc/miRNAss.pdf
CRAN incoming feasibility
Maintainer: ‘Cristian Yones <cyones@sinc.unl.edu.ar>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Cristian",
family = "Yones",
role = c("aut", "cre"),
email = "cyones@sinc.unl.edu.ar")
as necessary.
Found the following (possibly) invalid file URI:
URI: cyones@sinc.unl.edu.ar
From: inst/doc/miRNAss.pdf