Detecting Signals in Noisy Data - Can Ensemble Classifiers Help Identify Adverse Drug Reaction in Tweets?

Abstract

In this paper, we describe our system for detecting adverse reactions from tweets, a task organized as part of Pacific Symposium of Biocomputing Social Media Mining Shared Task. The shared task primarily involves a binary classification of the tweets, whether they contain description of adverse drug reaction or not. We propose an ensemble machine learning… (More)

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