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fix typos #11

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Merged
HanXudong merged 1 commit into from
Jul 21, 2022
Merged

fix typos #11

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4 changes: 2 additions & 2 deletions fairlib/src/evaluators/evaluator.py
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Original file line number Diff line number Diff line change
Expand Up @@ -112,7 +112,7 @@ def Aggregation_GAP(distinct_groups, all_scores, metric="TPR", group_agg_power =
# n_class * n_groups
Scores = np.stack(group_scores, axis = 1)
# Calculate GAP (n_class * n_groups) - (n_class * 1)
score_gaps = Scores / all_scores["overall"][metric].reshape(-1,1)
score_gaps = Scores - all_scores["overall"][metric].reshape(-1,1)
# Sum over gaps of all protected groups within each class
if group_agg_power is None:
score_gaps = np.sum(abs(score_gaps),axis=1)
Expand Down Expand Up @@ -144,7 +144,7 @@ def Aggregation_Ratio(distinct_groups, all_scores, metric="TPR", group_agg_power
# n_class * n_groups
Scores = np.stack(group_scores, axis = 1)
# Calculate GAP (n_class * n_groups) - (n_class * 1)
score_ratios = Scores - all_scores["overall"][metric].reshape(-1,1)
score_ratios = Scores / all_scores["overall"][metric].reshape(-1,1)
# Sum over ratios of all protected groups within each class
if group_agg_power is None:
score_ratios = np.sum(abs(score_ratios),axis=1)
Expand Down