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Update verification site links in contingency_impl file #1031

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Merged
tennlee merged 1 commit into from
Feb 23, 2026
Merged

Update verification site links in contingency_impl file #1031

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40 changes: 20 additions & 20 deletions src/scores/categorical/contingency_impl.py
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Original file line number Diff line number Diff line change
Expand Up @@ -245,7 +245,7 @@ def accuracy(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
https://www.cawcr.gov.au/projects/verification/#ACC
https://jwgfvr.github.io/forecastverification/index.html#ACC
"""
count_dictionary = self.counts
correct_count = count_dictionary["tp_count"] + count_dictionary["tn_count"]
Expand Down Expand Up @@ -318,7 +318,7 @@ def fraction_correct(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#ACC
https://jwgfvr.github.io/forecastverification/index.html#ACC
"""
return self.accuracy()

Expand All @@ -341,7 +341,7 @@ def frequency_bias(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
https://www.cawcr.gov.au/projects/verification/#BIAS
https://jwgfvr.github.io/forecastverification/index.html#BIAS
""" # noqa: E501
# Note - bias_score calls this method
cd = self.counts
Expand All @@ -368,7 +368,7 @@ def bias_score(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
https://www.cawcr.gov.au/projects/verification/#BIAS
https://jwgfvr.github.io/forecastverification/index.html#BIAS
""" # noqa: E501
return self.frequency_bias()

Expand All @@ -391,7 +391,7 @@ def hit_rate(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
https://www.cawcr.gov.au/projects/verification/#POD
https://jwgfvr.github.io/forecastverification/index.html#POD
""" # noqa: E501
return self.probability_of_detection()

Expand All @@ -414,7 +414,7 @@ def probability_of_detection(self) -> xr.DataArray:
- "False negatives" is the same as "misses"

References:
https://www.cawcr.gov.au/projects/verification/#POD
https://jwgfvr.github.io/forecastverification/index.html#POD
""" # noqa: E501
# Note - hit_rate and sensitiviy call this function
cd = self.counts
Expand All @@ -441,7 +441,7 @@ def true_positive_rate(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
https://www.cawcr.gov.au/projects/verification/#POD
https://jwgfvr.github.io/forecastverification/index.html#POD
""" # noqa: E501
return self.probability_of_detection()

Expand All @@ -463,7 +463,7 @@ def false_alarm_ratio(self) -> xr.DataArray:
- "True positives" is the same as "hits".

References:
https://www.cawcr.gov.au/projects/verification/#FAR
https://jwgfvr.github.io/forecastverification/index.html#FAR
""" # noqa: E501
cd = self.counts
far = cd["fp_count"] / (cd["tp_count"] + cd["fp_count"])
Expand All @@ -489,7 +489,7 @@ def false_alarm_rate(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#POFD
https://jwgfvr.github.io/forecastverification/index.html#POFD
""" # noqa: E501
# Note - probability of false detection calls this function
cd = self.counts
Expand All @@ -516,7 +516,7 @@ def probability_of_false_detection(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#POFD
https://jwgfvr.github.io/forecastverification/index.html#POFD
""" # noqa: E501

return self.false_alarm_rate()
Expand All @@ -540,7 +540,7 @@ def success_ratio(self) -> xr.DataArray:
- "False positives" is the same as "false alarms".

References:
https://www.cawcr.gov.au/projects/verification/#SR
https://jwgfvr.github.io/forecastverification/index.html#SR
"""
cd = self.counts
sr = cd["tp_count"] / (cd["tp_count"] + cd["fp_count"])
Expand All @@ -565,7 +565,7 @@ def threat_score(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#CSI
https://jwgfvr.github.io/forecastverification/index.html#CSI
"""
# Note - critical success index just calls this method

Expand All @@ -592,7 +592,7 @@ def critical_success_index(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives"

References:
https://www.cawcr.gov.au/projects/verification/#CSI
https://jwgfvr.github.io/forecastverification/index.html#CSI
"""
return self.threat_score()

Expand All @@ -618,7 +618,7 @@ def peirce_skill_score(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
- https://www.cawcr.gov.au/projects/verification/#HK
- https://jwgfvr.github.io/forecastverification/index.html#HK
- Peirce, C.S., 1884. The numerical measure of the success of predictions. \
Science, ns-4(93), pp.453-454. https://doi.org/10.1126/science.ns-4.93.453.b
"""
Expand Down Expand Up @@ -650,7 +650,7 @@ def true_skill_statistic(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#HK
https://jwgfvr.github.io/forecastverification/index.html#HK
"""
return self.peirce_skill_score()

Expand Down Expand Up @@ -678,7 +678,7 @@ def hanssen_and_kuipers_discriminant(self) -> xr.DataArray:
- "True negatives" is the same as "correct negatives".

References:
https://www.cawcr.gov.au/projects/verification/#HK
https://jwgfvr.github.io/forecastverification/index.html#HK
"""
return self.peirce_skill_score()

Expand All @@ -702,7 +702,7 @@ def sensitivity(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
- https://www.cawcr.gov.au/projects/verification/#POD
- https://jwgfvr.github.io/forecastverification/index.html#POD
- https://en.wikipedia.org/wiki/Sensitivity_and_specificity
- Monaghan, T. F., Rahman, S. N., Agudelo, C. W., Wein, A. J., Lazar, J. M., Everaert, K.,
& Dmochowski, R. R. (2021).
Expand Down Expand Up @@ -780,7 +780,7 @@ def recall(self) -> xr.DataArray:
- "False negatives" is the same as "misses".

References:
- https://www.cawcr.gov.au/projects/verification/#POD
- https://jwgfvr.github.io/forecastverification/index.html#POD
- https://en.wikipedia.org/wiki/Precision_and_recall
"""
return self.probability_of_detection()
Expand All @@ -803,7 +803,7 @@ def precision(self) -> xr.DataArray:
- "False positives" is the same as "false alarms".

References:
- https://www.cawcr.gov.au/projects/verification/#SR
- https://jwgfvr.github.io/forecastverification/index.html#SR
- https://en.wikipedia.org/wiki/Precision_and_recall

"""
Expand All @@ -827,7 +827,7 @@ def positive_predictive_value(self) -> xr.DataArray:
- "False positives" is the same as "false alarms".

References:
- https://www.cawcr.gov.au/projects/verification/#SR
- https://jwgfvr.github.io/forecastverification/index.html#SR
- https://en.wikipedia.org/wiki/Positive_and_negative_predictive_values
- Monaghan, T. F., Rahman, S. N., Agudelo, C. W., Wein, A. J., Lazar, J. M., Everaert, K.,
& Dmochowski, R. R. (2021).
Expand Down