Datasets:
Upload compas.py
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compas.py
CHANGED
@@ -111,7 +111,6 @@ features_types_per_config = {
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"time_in_custody": datasets.Value("int64"),
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"priors_count": datasets.Value("int64"),
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"two_year_recidivous": datasets.ClassLabel(num_classes=2, names=("no", "yes")),
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},
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@@ -131,7 +130,6 @@ features_types_per_config = {
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"time_in_custody": datasets.Value("int64"),
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"priors_count": datasets.Value("int64"),
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"two_year_recidivous": datasets.ClassLabel(num_classes=2, names=("no", "yes")),
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},
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@@ -152,7 +150,6 @@ features_types_per_config = {
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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-
"time_in_custody": datasets.Value("int64"),
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"two_year_recidivous": datasets.Value("int64"),
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"priors_count": datasets.Value("int64")
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},
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@@ -172,7 +169,6 @@ features_types_per_config = {
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"time_in_custody": datasets.Value("int64"),
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"two_year_recidivous": datasets.Value("int64"),
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"priors_count": datasets.Value("int64")
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},
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@@ -294,7 +290,6 @@ class Compas(datasets.GeneratorBasedBuilder):
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"days_in_custody",
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"is_violent_recid",
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"v_decile_score",
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"time_in_custody",
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"two_year_recid"]]
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data.columns = _BASE_FEATURE_NAMES
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"priors_count": datasets.Value("int64"),
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"two_year_recidivous": datasets.ClassLabel(num_classes=2, names=("no", "yes")),
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},
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"priors_count": datasets.Value("int64"),
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"two_year_recidivous": datasets.ClassLabel(num_classes=2, names=("no", "yes")),
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},
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"two_year_recidivous": datasets.Value("int64"),
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"priors_count": datasets.Value("int64")
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},
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"days_in_custody": datasets.Value("int64"),
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"is_violent_recidivous": datasets.Value("int64"),
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"violence_decile_score": datasets.Value("int64"),
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"two_year_recidivous": datasets.Value("int64"),
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"priors_count": datasets.Value("int64")
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},
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"days_in_custody",
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"is_violent_recid",
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"v_decile_score",
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"two_year_recid"]]
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data.columns = _BASE_FEATURE_NAMES
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