472 citations · 522 across the 2 of their papers we have counts for
2 papers
stat.ML2013★ 50 cited
Validation of Soft Classification Models using Partial Class Memberships: An Extended Concept of Sensitivity & Co. applied to the Grading of Astrocytoma Tissues
Claudia Beleites, Reiner Salzer, Valter Sergo
We use partial class memberships in soft classification to model uncertain labelling and mixtures of classes. Partial class memberships are not restricted to predictions, but may a…
stat.AP2012★ 472 cited
Sample Size Planning for Classification Models
Claudia Beleites, Ute Neugebauer, Thomas Bocklitz +2
In biospectroscopy, suitably annotated and statistically independent samples (e. g. patients, batches, etc.) for classifier training and testing are scarce and costly. Learning cur…