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Diabetes_Predictor

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  1. config.json +144 -0
  2. model.pkl +3 -0
config.json ADDED
@@ -0,0 +1,144 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "sklearn": {
3
+ "columns": [
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+ "Patient Id",
5
+ "Age",
6
+ "Total cholesterol",
7
+ "HDL",
8
+ "LDL",
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+ "VLDL",
10
+ "TRIGLYCERIDES",
11
+ "before glycemic control random blood sugar",
12
+ "before glycemic control HbA1c",
13
+ "alcohol consumption",
14
+ "family_history_diabetes",
15
+ "Gender_FEMALE",
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+ "Gender_MALE",
17
+ "dietary habits_non-vegetarian",
18
+ "dietary habits_non-vegetarian ",
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+ "dietary habits_vegetarian",
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+ "smoking status_no",
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+ "smoking status_yes",
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+ "family_history_cardiovascular_disease_no",
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+ "family_history_cardiovascular_disease_yes",
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+ "binary_status"
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+ ],
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+ "environment": [
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+ "xgboost",
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+ "scikit-learn",
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+ "numpy"
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+ ],
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+ "example_input": {
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+ "Age": [
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+ 37,
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+ 40,
35
+ 40
36
+ ],
37
+ "Gender_FEMALE": [
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+ false,
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+ false,
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+ true
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+ ],
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+ "Gender_MALE": [
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+ true,
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+ true,
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+ false
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+ ],
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+ "HDL": [
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+ 80,
49
+ 50,
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+ 40
51
+ ],
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+ "LDL": [
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+ 160,
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+ 135,
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+ 188
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+ ],
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+ "Patient Id": [
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+ 1,
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+ 2,
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+ 3
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+ ],
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+ "TRIGLYCERIDES": [
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+ 190.0,
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+ 180.0,
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+ 160.0
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+ ],
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+ "Total cholesterol": [
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+ 380,
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+ 250,
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+ 280
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+ ],
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+ "VLDL": [
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+ 85.0,
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+ 45.0,
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+ 45.0
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+ ],
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+ "alcohol consumption": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ "before glycemic control HbA1c": [
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+ 5.2,
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+ 5.2,
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+ 5.6
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+ ],
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+ "before glycemic control random blood sugar": [
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+ 128.0,
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+ 120.0,
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+ 100.0
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+ ],
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+ "binary_status": [
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+ 1,
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+ 1,
95
+ 1
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+ ],
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+ "dietary habits_non-vegetarian": [
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+ false,
99
+ true,
100
+ true
101
+ ],
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+ "dietary habits_non-vegetarian ": [
103
+ true,
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+ false,
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+ false
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+ ],
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+ "dietary habits_vegetarian": [
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+ false,
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+ false,
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+ false
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+ ],
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+ "family_history_cardiovascular_disease_no": [
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+ false,
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+ true,
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+ false
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+ ],
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+ "family_history_cardiovascular_disease_yes": [
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+ true,
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+ false,
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+ true
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+ ],
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+ "family_history_diabetes": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ "smoking status_no": [
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+ true,
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+ true,
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+ true
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+ ],
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+ "smoking status_yes": [
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+ false,
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+ false,
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+ false
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+ ]
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+ },
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+ "model": {
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+ "file": "model.pkl"
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+ },
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+ "model_format": "pickle",
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+ "task": "tabular-classification"
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+ }
144
+ }
model.pkl ADDED
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+ size 140806