Ontology highlight
ABSTRACT:
SUBMITTER: Warsavage T
PROVIDER: S-EPMC7156089 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Warsavage Theodore T Xing Fuyong F Barón Anna E AE Feser William J WJ Hirsch Erin E Miller York E YE Malkoski Stephen S Wolf Holly J HJ Wilson David O DO Ghosh Debashis D
PloS one 20200414 4
We present a case study for implementing a machine learning algorithm with an incremental value framework in the domain of lung cancer research. Machine learning methods have often been shown to be competitive with prediction models in some domains; however, implementation of these methods is in early development. Often these methods are only directly compared to existing methods; here we present a framework for assessing the value of a machine learning model by assessing the incremental value. ...[more]