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docs: fixed typo in "Plot ROC" tutorial (#252)
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pabloitu committed Apr 26, 2024
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13 changes: 6 additions & 7 deletions examples/tutorials/gridded_forecast_evaluation.py
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Expand Up @@ -108,15 +108,14 @@

####################################################################################################################################
# Plot ROC Curves
# -----------------------
# ---------------
#
# We can also plot the Receiver operating characteristic (ROC) Curves based on forecast and testing-catalog.
# In the figure below, False Positive Rate is the normalized cumulative forecast rate, after sorting cells in decreasing order of rate.
# The "True Positive Rate" is the normalized cumulative area. The dashed line is the ROC curve for a uniform forecast,
# meaning the likelihood for an earthquake to occur at any position is the same. The further the ROC curve of a
# forecast is to the uniform forecast, the specific the forecast is. When comparing the
# forecast ROC curve against an catalog, one can evaluate if the forecast is more or less specific
# (or smooth) at different level or seismic rate.
# In the figure below, True Positive Rate is the normalized cumulative forecast rate, after sorting cells in decreasing order of rate.
# The “False Positive Rate” is the normalized cumulative area.
# The dashed line is the ROC curve for a uniform forecast, meaning the likelihood for an earthquake to occur at any position is the same.
# The further the ROC curve of a forecast is to the uniform forecast, the specific the forecast is.
# When comparing the forecast ROC curve against a catalog, one can evaluate if the forecast is more or less specific (or smooth) at different level or seismic rate.
#
# Note: This figure just shows an example of plotting an ROC curve with a catalog forecast.

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