mstz commited on
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96c70a3
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1 Parent(s): d69b3fc

Upload hypo.py

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  1. hypo.py +5 -2
hypo.py CHANGED
@@ -58,7 +58,8 @@ features_types_per_config = {
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  "FTI": datasets.Value("float64"),
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  "TBG_measured": datasets.Value("string"),
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  "referral_source": datasets.Value("string"),
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- "class": datasets.ClassLabel(num_classes=4, names=("negative", "compensated hypothyroid", "secondary hypothyroid", "primary hypothyroid"))
 
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  },
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  "has_hypo": {
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  "age": datasets.Value("int8"),
@@ -154,8 +155,10 @@ class Hypo(datasets.GeneratorBasedBuilder):
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  if self.config.name == "has_hypo":
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  data["class"] = data["class"].apply(lambda x: 0 if x == 0 else 1)
 
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- print([f for f in data.columns if "?" in data[f].unique()])
 
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  return data[list(features_types_per_config[self.config.name].keys())]
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  "FTI": datasets.Value("float64"),
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  "TBG_measured": datasets.Value("string"),
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  "referral_source": datasets.Value("string"),
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+ "class": datasets.ClassLabel(num_classes=4,
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+ names=("negative", "compensated hypothyroid", "secondary hypothyroid", "primary hypothyroid"))
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  },
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  "has_hypo": {
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  "age": datasets.Value("int8"),
 
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  if self.config.name == "has_hypo":
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  data["class"] = data["class"].apply(lambda x: 0 if x == 0 else 1)
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+ print("has hypo\n\n\n")
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+ print("classes")
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+ print(data["class"].unique())
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  return data[list(features_types_per_config[self.config.name].keys())]
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