To circumvent these problems and boost the reliability of the classifier we used a consensus prediction approach, which requires a gene to be classified as CM in multiple classification runs that use different dataset definitions.
We should take a lesson from the multiple lymphoma classifications that led to considerable confusion in patient management.
Our aim was to identify a meaningful latent classification that encompasses multiple dimensions of health and captures their synergistic effect on older people's health status.
For classification, either a regression method that estimates a person's actual age or a multiple classification method [12] that predicts a person's age group is normally used.
Each of these clusters contained multiple gene ontology classifications that were over represented when compared with a random list of E. coli genes of similar size.
The RF algorithm is a combinational classifier that contains multiple classification trees to aggregate them into one classifier.
In this paper, we propose an environment recognition system for a wheeled mobile robot that consists of multiple classification analyses to make the robot more adaptive to various environments by selecting a suitable system such as decision making, navigation and controller using the result of the environment recognition system.
In support of a transcriptional role for ZNF217 in aberrant ERα signaling, we identified a ZNF217-ERα gene signature with ontological classification that aligns with multiple breast cancer studies.
We describe several ways of measuring the categorization success that account for the attribution of multiple classification codes to each patent document.
Although many investigators have proposed miscellaneous classifications that have multiple, sometimes four or more, categories to explain the micro-mucosal structure of the gastric mucosa in white light endoscopy [ 16, 24, 25], chromoendoscopy [ 26], and NBI [ 8, 9] with magnification, we found that it could be classified into two major types: foveola and groove types.
