auto_filter

Implementation of the automated filter selection method

Changes:

2023-08-11

added the parameter axis=1 to the pandas.DataFrame.drop methods
added the parameters sampling_strategy='auto' and replacement=False to prevent a future change in imblearn.ensemble.BalancedRandomForestClassifier

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
C Elegans dataset examples		C Elegans dataset examples
Drosophila datasets (validation experiment)		Drosophila datasets (validation experiment)
catboost_info		catboost_info
imgs		imgs
new_dataset		new_dataset
1.5 Prior Probability Shift.md		1.5 Prior Probability Shift.md
README.md		README.md
aging-15-204866-s002.html		aging-15-204866-s002.html
aging-15-204866-s002.md		aging-15-204866-s002.md
auxiliary_functions.py		auxiliary_functions.py
classification.py		classification.py
equations.md		equations.md
feature_importance.ipynb		feature_importance.ipynb
filters.py		filters.py
main.ipynb		main.ipynb
main.py		main.py
measuring_ds.ipynb		measuring_ds.ipynb
measuring_ds.xlsx		measuring_ds.xlsx
names.xlsx		names.xlsx
new_dataset.ipynb		new_dataset.ipynb
output.txt		output.txt
output_balanced.txt		output_balanced.txt
output_unbalanced.txt		output_unbalanced.txt
results.html		results.html
results.md		results.md