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runAllExperiments.py
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runAllExperiments.py
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# -*- coding: utf-8 -*-
###############################################################################
#
#
# PAPER experiments
#
#
###############################################################################
"""
Run all algorithms, namely, topk, seqcover, SSD++ and compare their results.
The following functions run the files for each algorithm, make the
corresponding results tables and plots.
- "./reproducibility/runSSDpp.py" - run SSD++ and saves the results
in "./results/SSDpp/summary.csv"
- "./reproducibility/runtopk.py" - run DSSD algorithm in the topk mode,
and saves the results in: "./results/topk/summary.csv"
- "./reproducibility/runseqcover.py" - run DSSD algorithm in the
sequential covering mode, and saves the results in:
"./results/seqcover/summary.csv"
"""
# run SSD++ for all datasets
exec(open("./reproducibility/runSSDpp.py").read())
# run seq-cover for all datasets
exec(open("./reproducibility/runDSSDseqcover.py").read())
# run topk for all datasets
exec(open("./reproducibility/runDSSDtopk.py").read())
# mkae plots of runtime and jaccard based on the previous files
exec(open("./reproducibility/plotComparisons.py").read())
# run Hotel application
exec(open("./reproducibility/plotComparisons.py").read())