Upload compas.py

compas.py

@@ -76,12 +76,11 @@ _BASE_FEATURE_NAMES = [
     "number_of_prior_offenses",
     "days_before_screening_arrest",
     "is_recidivous",
-    # "days_in_jail_before_recidividity",
     "days_of_recidividity_after_arrest",
     "is_violent_recidivous",
     "violence_decile_score",
     "two_year_recidivous",
-    "days_in_custody",
+    "days_in_custody"
 ]
 DESCRIPTION = "COMPAS dataset for recidivism prediction."
 _HOMEPAGE = "https://github.com/propublica/compas-analysis"
@@ -101,7 +100,7 @@ features_types_per_config = {
         "decile_score": datasets.Value("int64"),
         "number_of_juvenile_misdemeanors": datasets.Value("int64"),
         "number_of_other_juvenile_offenses": datasets.Value("int64"),
-        "number_of_priors_offenses": datasets.Value("int64"),
+        "number_of_prior_offenses": datasets.Value("int64"),
         "days_before_screening_arrest": datasets.Value("int64"),
         "is_recidivous": datasets.Value("int64"),
         "days_of_recidividity_after_arrest": datasets.Value("int64"),
@@ -120,7 +119,7 @@ features_types_per_config = {
         "decile_score": datasets.Value("int64"),
         "number_of_juvenile_misdemeanors": datasets.Value("int64"),
         "number_of_other_juvenile_offenses": datasets.Value("int64"),
-        "number_of_priors_offenses": datasets.Value("int64"),
+        "number_of_prior_offenses": datasets.Value("int64"),
         "days_before_screening_arrest": datasets.Value("int64"),
         "is_recidivous": datasets.Value("int64"),
         "days_of_recidividity_after_arrest": datasets.Value("int64"),
@@ -140,7 +139,7 @@ features_types_per_config = {
         "decile_score": datasets.Value("int64"),
         "number_of_juvenile_misdemeanors": datasets.Value("int64"),
         "number_of_other_juvenile_offenses": datasets.Value("int64"),
-        "number_of_priors_offenses": datasets.Value("int64"),
+        "number_of_prior_offenses": datasets.Value("int64"),
         "days_before_screening_arrest": datasets.Value("int64"),
         "is_recidivous": datasets.Value("int64"),
         "days_of_recidividity_after_arrest": datasets.Value("int64"),
@@ -159,7 +158,7 @@ features_types_per_config = {
         "decile_score": datasets.Value("int64"),
         "number_of_juvenile_misdemeanors": datasets.Value("int64"),
         "number_of_other_juvenile_offenses": datasets.Value("int64"),
-        "number_of_priors_offenses": datasets.Value("int64"),
+        "number_of_prior_offenses": datasets.Value("int64"),
         "days_before_screening_arrest": datasets.Value("int64"),
         "is_recidivous": datasets.Value("int64"),
         "days_of_recidividity_after_arrest": datasets.Value("int64"),