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Zekun Wu
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7a70a60
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Parent(s):
9dd76eb
update
Browse files- util/evaluation.py +2 -1
util/evaluation.py
CHANGED
@@ -98,10 +98,11 @@ def statistical_tests(data):
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for (var1, var2) in pairs:
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pair_name_score = f'{var1}{score_suffix} vs {var2}{score_suffix}'
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# Bootstrapped T-test for independent samples
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t_stat, t_p = bootstrap_t_test(data[f'{var1}{rank_suffix}'], data[f'{var2}{rank_suffix}'])
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pairwise_results['T-Test'][
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# Friedman test
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friedman_stat, friedman_p = friedmanchisquare(*rank_data)
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for (var1, var2) in pairs:
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pair_name_score = f'{var1}{score_suffix} vs {var2}{score_suffix}'
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+
pair_rank_score = f'{var1}{rank_suffix} vs {var2}{rank_suffix}'
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# Bootstrapped T-test for independent samples
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t_stat, t_p = bootstrap_t_test(data[f'{var1}{rank_suffix}'], data[f'{var2}{rank_suffix}'])
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+
pairwise_results['T-Test'][pair_rank_score] = {"Statistic": t_stat, "p-value": t_p}
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# Friedman test
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friedman_stat, friedman_p = friedmanchisquare(*rank_data)
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