ui

[sahilgithub18]

send me the ui code i am getting an error

[SmitSalunke]

import numpy as np import pickle import streamlit as st

loading the saved model

loaded_model = pickle.load(open('C:/Users\sahil/OneDrive/Desktop/multiple disease pediction/trained_model.sav', 'rb'))

creating a function for Prediction

def diabetes_prediction(input_data):

# changing the input_data to numpy array
input_data_as_numpy_array = np.asarray(input_data)

# reshape the array as we are predicting for one instance
input_data_reshaped = input_data_as_numpy_array.reshape(1,-1)

prediction = loaded_model.predict(input_data_reshaped)
print(prediction)

if (prediction[0] == 0):
  return 'The person is not diabetic'
else:
  return 'The person is diabetic'

def main():

# giving a title
st.title('Diabetes Prediction Web App')

# getting the input data from the user

Pregnancies = st.text_input('Number of Pregnancies')
Glucose = st.text_input('Glucose Level')
BloodPressure = st.text_input('Blood Pressure value')
SkinThickness = st.text_input('Skin Thickness value')
Insulin = st.text_input('Insulin Level')
BMI = st.text_input('BMI value')
DiabetesPedigreeFunction = st.text_input('Diabetes Pedigree Function value')
Age = st.text_input('Age of the Person')

# code for Prediction
diagnosis = ''

# creating a button for Predition//////

if st.button('Diabetes Test Result'):
    diagnosis = diabetes_prediction([Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, BMI, DiabetesPedigreeFunction, Age])

st.success(diagnosis)

if name == 'main': main()

[sahilgithub18]

okay