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Last pushed: 2 years ago
Short Description
Replication package of genre classification using grafting
Full Description

This docker image contains the reproducable results of the ACL submission on genre classification with syntactic features using grafting. To run this image use:

docker run -i -t wieling/grafting bash

The results can be found in the folders results-syntax100tw (the features consist of syntactic features and the relative frequencies of the 100 most frequent words in the training set) and results-200tw (the features consist of the relative frequencies of the 200 most frequent words in the training set). The classification performance for an increasing number of features (ordered via grafting) can be found in the files results-increasing-featurecount-crossvalidation.txt and results-increasing-featurecount-testset.txt for the training set (average of 10-fold cross validation) and the testing set, respectively. The details of the classification can be found in the subdirectories classification-crossvalidation and classification-testset.

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wieling

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