hadimaster65555
commited on
Commit
·
dd79130
1
Parent(s):
8ff14d8
remove unused script
Browse files
app.py
CHANGED
@@ -70,15 +70,12 @@ def search_data(user_id):
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alt_data['salary'] = alt_data['salary'].replace({"low": 1, "medium": 2, "high": 3})
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alt_data = pd.get_dummies(alt_data, dtype=float).drop(columns="roles_IT")
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-
iseng_res = automl.predict(alt_data)
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-
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employee_data = alt_data[alt_data.employee_id == int(user_id)].copy()
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importance_fig = explainer_to_lime_importance(
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explainer_obj,
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employee_data.drop(columns=["employee_id", "left"]),
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automl
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)
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-
alt_data['pred'] = iseng_res
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pred_result = raw_pred_to_class_pred(data=employee_data.drop(columns=["employee_id", "left"]), model=automl)
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alt_data['salary'] = alt_data['salary'].replace({"low": 1, "medium": 2, "high": 3})
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alt_data = pd.get_dummies(alt_data, dtype=float).drop(columns="roles_IT")
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employee_data = alt_data[alt_data.employee_id == int(user_id)].copy()
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importance_fig = explainer_to_lime_importance(
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explainer_obj,
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employee_data.drop(columns=["employee_id", "left"]),
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automl
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)
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pred_result = raw_pred_to_class_pred(data=employee_data.drop(columns=["employee_id", "left"]), model=automl)
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