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Troubled Cell Detection
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Laura Christine Kühle
Troubled Cell Detection
Commits
c9aeb432
Commit
c9aeb432
authored
3 years ago
by
Laura Christine Kühle
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Removed completed TODOs.
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dae61416
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"""
@author: Laura C. Kühle, Soraya Terrab (sorayaterrab)
TODO: Give option to compare multiple models -> Done
TODO: Add more evaluation measures (AUROC, ROC, F1, training accuracy, boxplot over CVF, etc.)
-> Done
TODO: Add log to pipeline
TODO: Remove object set-up
TODO: Optimize Snakefile-vs-config relation
TODO: Improve maximum selection runtime
TODO: Discuss if we want training accuracy/ROC in addition to CFV -> Done (No)
TODO: Discuss whether to change output to binary -> Done (Yes)
TODO: Change output to binary
TODO: Adapt TCD file to new classification
TODO: Improve classification stat handling -> Done
TODO: Discuss automatic comparison between (non-)normalized data
-> Done (Flag for comparison)
TODO: Add flag for evaluation of non-normalized data as well -> Next!
TODO: Add evaluation for all classes (recall, precision, fscore)
TODO: Add documentation
TODO: Separate model training in Snakefile by using wildcards -> Done
TODO: Correct import statements -> Done (Installed new version)
TODO: Remove unnecessary imports -> Done
"""
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numpy
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np
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@author: Laura C. Kühle
TODO: Give option to select plotting color
TODO: Improve classification plotting -> Done
TODO: Give option to select classification color -> Done
TODO: Add documentation to plot_boxplot()
TODO: Adjust documentation for plot_classification_accuracy()
"""
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