no code implementations • 20 Dec 2021 • Tamara Katic, Martin Pavlovski, Danijela Sekulic, Slobodan Vucetic
The results also demonstrate that the trained model produces reasonable semi-structured representations on an out-of-sample corpus of chest x-ray radiology reports from a different medical provider.
no code implementations • 3 Mar 2019 • Nino Arsov, Martin Pavlovski, Ljupco Kocarev
To that end, in this paper, we derive two stability notions for decision trees and logistic regression: hypothesis and pointwise hypothesis stability.
no code implementations • 26 Jan 2019 • Nino Arsov, Martin Pavlovski, Ljupco Kocarev
We show that the hypothesis stability of stacking is a product of the hypothesis stability of each of the base models and the combiner.