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Running
Commit
•
aa6b40b
1
Parent(s):
4aa2b65
scaled the features
Browse files- app.py +5 -1
- std_scaler.bin +3 -0
app.py
CHANGED
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@@ -4,6 +4,9 @@ import joblib
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# Load the trained model
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model = joblib.load("loan_classifier.joblib")
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def predict_loan_status(
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int_rate,
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@@ -35,7 +38,8 @@ def predict_loan_status(
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}
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# Convert the dictionary to a 2D array
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input_array = [list(input_dict.values())]
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-
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if prediction == 0:
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return "Loan fully paid"
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# Load the trained model
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model = joblib.load("loan_classifier.joblib")
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# Load Standared Scaler
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scalar = joblib.load("std_scaler.bin")
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+
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def predict_loan_status(
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int_rate,
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}
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# Convert the dictionary to a 2D array
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input_array = [list(input_dict.values())]
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scaled_array = scalar.transform(input_array)
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prediction = model.predict(scaled_array)[0]
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if prediction == 0:
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return "Loan fully paid"
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std_scaler.bin
ADDED
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:e946c7c12fd6413a01cfd3cf6f3a1b69a5c88f042872bf8beba7ca3c928427c4
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+
size 1330
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