Loading...

A Partitioning Based Adaptive Method for Robust Removal of Irrelevant Features from High-dimensional Biomedical Datasets

We propose a novel method called Partitioning based Adaptive Irrelevant Feature Eliminator (PAIFE) for dimensionality reduction in high-dimensional biomedical datasets. PAIFE evaluates feature-target relationships over not only a whole dataset, but also the partitioned subsets and is extremely effec...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Main Authors: Liu1, Guodong, Kong, Lan, Gopalakrishnan, Vanathi
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3392052/
https://ncbi.nlm.nih.gov/pubmed/22779051
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!