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Add the DIFFI (Depth Based Isolation Forest Feature Importance) Interpretability method to IForest #536

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Add the DIFFI (Depth Based Isolation Forest Feature Importance) Interpretability method to IForest #536

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6f12490
Added the DIFFI Methods to iForest
FrizzoDavide Nov 20, 2023
e3a28d3
Added _max_features to iForest
FrizzoDavide Nov 20, 2023
774893b
Added unit tests on IForest
FrizzoDavide Nov 20, 2023
5c47bee
Update test_iforest.py
FrizzoDavide Nov 21, 2023
7359d86
Correct typo in iforest.py
FrizzoDavide Nov 21, 2023
c332d77
Inserted labels parameter in plot_importance_map
FrizzoDavide Nov 21, 2023
41cfc0a
Update tests
FrizzoDavide Nov 21, 2023
5eda2ce
Update iforest and test_iforest.py
FrizzoDavide Dec 1, 2023
1410f17
Update iforest.py
FrizzoDavide Dec 1, 2023
477b8e1
Typo in iforest.py
FrizzoDavide Dec 1, 2023
93ad02f
Typo in iforest.py
FrizzoDavide Dec 1, 2023
2c12b26
Update iforest.py
FrizzoDavide Dec 1, 2023
9a9a6a1
Update iforest.py
FrizzoDavide Dec 1, 2023
3091da0
Update iforest.py
FrizzoDavide Dec 1, 2023
0c2a610
Added pima.csv file for tests
FrizzoDavide Dec 3, 2023
b923711
Added new functionalities to the plot methods
FrizzoDavide Dec 3, 2023
c273710
Added plot_importance_map_col_names method
FrizzoDavide Dec 3, 2023
742163c
Correct typo in iforest.py
FrizzoDavide Dec 3, 2023
adc330c
Added tearDown method
FrizzoDavide Dec 19, 2023
ac64a57
Update test_iforest.py
FrizzoDavide Dec 19, 2023
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