Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning
Multiclass classification and feature (variable) selections are commonly encountered in many biological and medical applications. However, extending binary classification approaches to multiclass problems is not trivial. Instance-based methods such as the K nearest neighbor (KNN) can naturally exten...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2012-01-01
|
| Series: | Evolutionary Bioinformatics |
| Online Access: | https://doi.org/10.4137/EBO.S9407 |