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qc_replication_package.zip (663.84 MB)

qc_replication_package.zip

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posted on 2019-07-16, 09:27 authored by Stefanie BeyerStefanie Beyer, Christian MachoChristian Macho, Massimiliano Di PentaMassimiliano Di Penta, Martin Pinzger
== INFO about the REPLICATION PACKAGE ==

This package contains 2 types of material:

1) Results
results from our experiments, for each main experiment, there is one folder:
- results_regex: results with the set of 1000 posts
- results_regex_all: results with more than 1 million Android related questions
- results_regex_validation: results with the set of 110 validation posts
- results_rf_100: results of running RF with the best configuration 100 times using the set of 1000 posts
- results_rf_svm: results of running SVM and RF in various configurations 20 times
- results_rf_validation: results of running RF as training with the set of 1000 posts and testing with the set of 110 posts.

2) Skripts:
- skripts that enable the replicaion of testing, training, and evaluation with RF and SVM, as well as the regex classifier and research question 3
- information on how to start the scripts is provided in the folder of each klassifier
- each folder in skripts contains a subfolder with the data that we need to run our experiments

if you have any problems with the skrits or data, please feel free to contact me:
stefanie.beyer@aau.at

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