Selecting Features for Ordinal Text Classification

13 years 2 months ago

Download sunsite.informatik.rwth-aachen.de

We present four new feature selection methods for ordinal regression and test them against four different baselines on two large datasets of product reviews.

Stefano Baccianella, Andrea Esuli, Fabrizio Sebast

Real-time Traffic

Feature Selection Methods | IIR 2010 | Information Technology | Large Datasets | Ordinal Regression |

claim paper

» Generalized LARS as an effective feature selection tool for text classification with SVMs

» Integrating feature and instance selection for text classification

» An Improved Method of Feature Selection Based on Concept Attributes in Text Classification

» Feature Selection for Text Classification Based on Gini Coefficient of Inequality

» Feature selection methods for text classification

» Why Text Segment Classification Based on Part of Speech Feature Selection

» Feature Selection Using Improved Mutual Information for Text Classification

» Text categorization with many redundant features using aggressive feature selection to mak...

Post Info
More Details (n/a)

Added	13 Feb 2011
Updated	13 Feb 2011
Type	Journal
Year	2010
Where	IIR
Authors	Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani

Comments (0)

Sciweavers

Selecting Features for Ordinal Text Classification

Feature Selection Methods | IIR 2010 | Information Technology | Large Datasets | Ordinal Regression |

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers