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The .plot method for the h2o.model.metrics.binomial.H2OBinomialModelMetrics class seems to create an incorrect or misleading plot for type='pr'.
This looks to be due to the internal method _plot_pr assigning incorrect values to the variables recalls and precisions.
These variables are created on lines 574 and 575 in the binomial.py file on the Github repo, but I believe they actually reference the thresholds and recalls respectively.
The text was updated successfully, but these errors were encountered:
maurever
changed the title
AUCPR Curve looks to be incorrect (due to incorrect recalls and precisions)
AUCPR Curve looks to be incorrect (due to incorrect recalls and precisions) [nocheck]
Jul 20, 2023
maurever
changed the title
AUCPR Curve looks to be incorrect (due to incorrect recalls and precisions) [nocheck]
AUCPR Curve looks to be incorrect (due to incorrect recalls and precisions)
Jul 20, 2023
Support ticket: https://support.h2o.ai/helpdesk/tickets/105798.
Customer issue:
The .plot method for the h2o.model.metrics.binomial.H2OBinomialModelMetrics class seems to create an incorrect or misleading plot for type='pr'.
This looks to be due to the internal method _plot_pr assigning incorrect values to the variables recalls and precisions.
These variables are created on lines 574 and 575 in the binomial.py file on the Github repo, but I believe they actually reference the thresholds and recalls respectively.
The text was updated successfully, but these errors were encountered: