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Comparing classifier performance with baselines.
Megahed FM, Chen YJ, Jones-Farmer LA, Rigdon SE, Krzywinski M, Altman N. Megahed FM, et al. Among authors: krzywinski m. Nat Methods. 2024 Apr;21(4):546-548. doi: 10.1038/s41592-024-02234-5. Nat Methods. 2024. PMID: 38519801 No abstract available.
The curse(s) of dimensionality.
Altman N, Krzywinski M. Altman N, et al. Among authors: krzywinski m. Nat Methods. 2018 Jun;15(6):399-400. doi: 10.1038/s41592-018-0019-x. Nat Methods. 2018. PMID: 29855577 No abstract available.
Predicting with confidence and tolerance.
Altman N, Krzywinski M. Altman N, et al. Among authors: krzywinski m. Nat Methods. 2018 Nov;15(11):843-845. doi: 10.1038/s41592-018-0196-7. Nat Methods. 2018. PMID: 30377373 No abstract available.
Testing for rare conditions.
Altman N, Krzywinski M. Altman N, et al. Among authors: krzywinski m. Nat Methods. 2021 Mar;18(3):224-225. doi: 10.1038/s41592-021-01089-4. Nat Methods. 2021. PMID: 33674793 No abstract available.
Graphical assessment of tests and classifiers.
Altman N, Krzywinski M. Altman N, et al. Among authors: krzywinski m. Nat Methods. 2021 Aug;18(8):840-842. doi: 10.1038/s41592-021-01232-1. Nat Methods. 2021. PMID: 34316067 No abstract available.
The class imbalance problem.
Megahed FM, Chen YJ, Megahed A, Ong Y, Altman N, Krzywinski M. Megahed FM, et al. Among authors: krzywinski m. Nat Methods. 2021 Nov;18(11):1270-1272. doi: 10.1038/s41592-021-01302-4. Nat Methods. 2021. PMID: 34654918 No abstract available.
Errors in predictor variables.
Altman N, Krzywinski M. Altman N, et al. Among authors: krzywinski m. Nat Methods. 2024 Jan;21(1):4-6. doi: 10.1038/s41592-023-02119-z. Nat Methods. 2024. PMID: 38167655 No abstract available.
Points of significance: error bars.
Krzywinski M, Altman N. Krzywinski M, et al. Nat Methods. 2013 Oct;10(10):921-2. doi: 10.1038/nmeth.2659. Nat Methods. 2013. PMID: 24161969 No abstract available.
110 results