Sliced Inverse Regression: application to fundamental stellar parameters
نویسندگان
چکیده
منابع مشابه
Localized Sliced Inverse Regression
We developed localized sliced inverse regression for supervised dimension reduction. It has the advantages of preventing degeneracy, increasing estimation accuracy, and automatic subclass discovery in classification problems. A semisupervised version is proposed for the use of unlabeled data. The utility is illustrated on simulated as well as real data sets.
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ژورنال
عنوان ژورنال: Open Astronomy
سال: 2019
ISSN: 2543-6376
DOI: 10.1515/astro-2019-0006