Upload 4 files

app.py

@@ -41,9 +41,13 @@ Occupation_DICT = {'Software Engineer':1,
             'Lawyer': 9,
             'Salesperson': 10,
             'Manager': 11,}
+BMI_DICT = {'Overweight':1,
+            'Normal': 2,
+            'Obese': 3,
+            'Normal Weight': 4,}
 
-model = joblib.load('rf_n1.joblib')
-unique_values = joblib.load('unique_values_n1.joblib')
+model = joblib.load('rf_n3.joblib')
+unique_values = joblib.load('unique_values_n3.joblib')
 unique_Gender =  unique_values["Gender"]    
 unique_occupation =  unique_values["Occupation"]
 unique_ฺBMI = unique_values["BMI Category"]
@@ -60,7 +64,7 @@ def main():
         Quality_of_Sleep = st.slider("Quality of Sleep", min_value=1, max_value=10)
         Physical_Activity_Level = st.slider("Physical Activity Level", min_value=30, max_value=90)
         Stress_Level= st.slider("Stress Level", min_value=1, max_value=10)
-        BMI_Category = st.selectbox("RMI Category", unique_ฺBMI)
+        BMI_Category = st.selectbox("BMI Category", unique_ฺBMI)
         Blood_Pressure = st.selectbox("Blood Pressure", unique_Blood)
         Heart_Rate = st.slider("Heart Rate", min_value=65, max_value=86)
         Daily_Steps = st.slider("Daily Steps", min_value=3000, max_value=10000)
@@ -74,7 +78,7 @@ def main():
                                                "Quality of Sleep": [Quality_of_Sleep],
                                                "Physical Activity Level": [Physical_Activity_Level],
                                                "Stress Level":[Stress_Level],
-                                               "BMI Category": [BMI_Category],
+                                               "BMI Category": [BMI_DICT[BMI_Category]],
                                                "Blood Pressure": [Blood_DICT[Blood_Pressure]],
                                                "Heart Rate": [Heart_Rate],
                                                "Daily Steps": [Daily_Steps]

rf_n3.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a996d9beaad6276df8a5e65e31a68a121d9ee4e7a1222cb6b687c7e6fb3416e
+size 827777

unique_values_n3.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e6ca542cb70344fc0a3c21d627251ac518898f7e30991f65970e4a7bfa739c1
+size 512