scikit-adaptation / skada

Domain adaptation toolbox compatible with scikit-learn and pytorch
https://scikit-adaptation.github.io/
BSD 3-Clause "New" or "Revised" License
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Accuracy of 0.00 in generated example plot_cross_val_score_for_da.html #81

Open YanisLalou opened 5 months ago

YanisLalou commented 5 months ago

Last doc build: https://output.circle-artifacts.com/output/job/d77ed2a4-3c2a-48e2-838d-75bc08bb00a7/artifacts/0/dev/auto_examples/validation/plot_cross_val_score_for_da.html#sphx-glr-auto-examples-validation-plot-cross-val-score-for-da-py

In this example we compare 2 estimators for a binary classification task. The first estimator uses DA methods and the second one doesn't.

The 1st estimator has an accuracy of 0.93. The 2nd estimator has an accuracy of 0.00.

There is clearly a mistake for the 2nd estimator knowing that we're doing a binary classification task.