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Learning Semi-Structured Representations of Radiology Reports
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.
Stability of decision trees and logistic regression
To that end, in this paper, we derive two stability notions for decision trees and logistic regression: hypothesis and pointwise hypothesis stability.
Stacking and stability
We show that the hypothesis stability of stacking is a product of the hypothesis stability of each of the base models and the combiner.
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