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Datasets:
mstz
/
heart

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Languages:
English
Size:
< 1K
Tags:
heart
tabular_classification
binary_classification
UCI
Libraries:
Datasets
License:
Dataset card Data Studio Files Community
mstz commited on
Commit
c4bda92
·
1 Parent(s): ef24fda

Upload heart.py

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Files changed (1) hide show
  1. heart.py +39 -39
heart.py CHANGED
@@ -63,51 +63,51 @@ features_types_per_config = {
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "va": {
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- "age": datasets.Value("int8")
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- "is_male": datasets.Value("bool")
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- "type_of_chest_pain": datasets.Value("string")
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- "resting_blood_pressure": datasets.Value("float32")
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- "serum_cholesterol": datasets.Value("float32")
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- "fasting_blood_sugar": datasets.Value("float32")
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- "rest_electrocardiographic_type": datasets.Value("string")
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- "maximum_heart_rate": datasets.Value("float32")
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- "has_exercise_induced_angina": datasets.Value("bool")
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- "depression_induced_by_exercise": datasets.Value("float32")
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- "slope_of_peak_exercise": datasets.Value("float32")
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- "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16")
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- "thal": datasets.Value("float32")
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "switzerland": {
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- "age": datasets.Value("int8")
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- "is_male": datasets.Value("bool")
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- "type_of_chest_pain": datasets.Value("string")
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- "resting_blood_pressure": datasets.Value("float32")
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- "serum_cholesterol": datasets.Value("float32")
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- "fasting_blood_sugar": datasets.Value("float32")
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- "rest_electrocardiographic_type": datasets.Value("string")
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- "maximum_heart_rate": datasets.Value("float32")
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- "has_exercise_induced_angina": datasets.Value("bool")
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- "depression_induced_by_exercise": datasets.Value("float32")
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- "slope_of_peak_exercise": datasets.Value("float32")
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- "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16")
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- "thal": datasets.Value("float32")
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "hungary": {
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- "age": datasets.Value("int8")
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- "is_male": datasets.Value("bool")
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- "type_of_chest_pain": datasets.Value("string")
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- "resting_blood_pressure": datasets.Value("float32")
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- "serum_cholesterol": datasets.Value("float32")
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- "fasting_blood_sugar": datasets.Value("float32")
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- "rest_electrocardiographic_type": datasets.Value("string")
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- "maximum_heart_rate": datasets.Value("float32")
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- "has_exercise_induced_angina": datasets.Value("bool")
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- "depression_induced_by_exercise": datasets.Value("float32")
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- "slope_of_peak_exercise": datasets.Value("float32")
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- "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16")
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- "thal": datasets.Value("float32")
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  }
 
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "va": {
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+ "age": datasets.Value("int8"),
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+ "is_male": datasets.Value("bool"),
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+ "type_of_chest_pain": datasets.Value("string"),
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+ "resting_blood_pressure": datasets.Value("float32"),
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+ "serum_cholesterol": datasets.Value("float32"),
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+ "fasting_blood_sugar": datasets.Value("float32"),
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+ "rest_electrocardiographic_type": datasets.Value("string"),
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+ "maximum_heart_rate": datasets.Value("float32"),
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+ "has_exercise_induced_angina": datasets.Value("bool"),
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+ "depression_induced_by_exercise": datasets.Value("float32"),
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+ "slope_of_peak_exercise": datasets.Value("float32"),
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+ "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16"),
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+ "thal": datasets.Value("float32"),
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "switzerland": {
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+ "age": datasets.Value("int8"),
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+ "is_male": datasets.Value("bool"),
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+ "type_of_chest_pain": datasets.Value("string"),
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+ "resting_blood_pressure": datasets.Value("float32"),
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+ "serum_cholesterol": datasets.Value("float32"),
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+ "fasting_blood_sugar": datasets.Value("float32"),
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+ "rest_electrocardiographic_type": datasets.Value("string"),
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+ "maximum_heart_rate": datasets.Value("float32"),
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+ "has_exercise_induced_angina": datasets.Value("bool"),
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+ "depression_induced_by_exercise": datasets.Value("float32"),
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+ "slope_of_peak_exercise": datasets.Value("float32"),
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+ "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16"),
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+ "thal": datasets.Value("float32"),
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  "hungary": {
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+ "age": datasets.Value("int8"),
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+ "is_male": datasets.Value("bool"),
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+ "type_of_chest_pain": datasets.Value("string"),
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+ "resting_blood_pressure": datasets.Value("float32"),
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+ "serum_cholesterol": datasets.Value("float32"),
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+ "fasting_blood_sugar": datasets.Value("float32"),
104
+ "rest_electrocardiographic_type": datasets.Value("string"),
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+ "maximum_heart_rate": datasets.Value("float32"),
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+ "has_exercise_induced_angina": datasets.Value("bool"),
107
+ "depression_induced_by_exercise": datasets.Value("float32"),
108
+ "slope_of_peak_exercise": datasets.Value("float32"),
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+ "number_of_major_vessels_colored_by_flourosopy": datasets.Value("int16"),
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+ "thal": datasets.Value("float32"),
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  "has_hearth_disease": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
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  },
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  }