Native Guide always generate counterfactual at the first

fzi-forschungszentrum-informatik / TSInterpret

An Open-Source Library for the interpretability of time series classifiers

BSD 3-Clause "New" or "Revised" License

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Native Guide always generate counterfactual at the first #63

Closed LbzSteven closed 5 months ago

LbzSteven commented 6 months ago

Describe the bug When using the Native Guide method: exp_model = NativeGuideCF(model, (train_x, train_y), backend='PYT', mode='feat', method='NUN_CF', max_iter=10000)

The generated results are always swapping components starting at the beginning of the datasets

ChinaTown:

Coffee: coffee

GunPoint:

To Reproduce Steps to reproduce the behavior. Also State the OS and the versions you are using.

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JHoelli commented 5 months ago

Hi @LbzSteven,

thanks for reporting the issue. I solved it in the new release.

Feel free to test it and reopen the issue if you still have problems.