Lung Cancer Survival Prediction using Ensemble Data Mining on Seer Data

We analyze the lung cancer data available from the SEER program with the aim of developing accurate survival prediction models for lung cancer. Carefully designed preprocessing steps resulted in removal/modification/splitting of several attributes, and 2 of the 11 derived attributes were found to ha...

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Bibliographic Details
Main Authors: Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok Choudhary
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Scientific Programming
Online Access:http://dx.doi.org/10.3233/SPR-2012-0335