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from flask import Flask,request,render_template,redirect | |
import pickle | |
import numpy as np | |
# sample data | |
# | |
app = Flask(__name__) | |
load = pickle.load(open('model.sav','rb')) | |
def home(): | |
return render_template('index.html') | |
def predict(): | |
preg = request.form.get("preg") | |
bmi = request.form.get("bmi") | |
bp = request.form.get("bp") | |
skin = request.form.get("skin") | |
dp = request.form.get("dp") | |
gl = request.form.get("gl") | |
il = request.form.get("il") | |
age = request.form.get("age") | |
features = np.array([[preg,gl,bp,skin,il,bmi,dp,age]]) | |
pred = load.predict(features) | |
if pred == 1 : | |
output = "Yes, you have Diabaties." | |
elif pred == 0: | |
output = "No, you do not have Diabaties." | |
else : | |
output = pred | |
return render_template('index.html',res=output) | |
if __name__ == "__main__": | |
app.run(host="0.0.0.0", port=7860) |