from flask import Flask, render_template, request

import pickle

import numpy as np

app = Flask(__name__)

model = pickle.load(open('model1.pkl', 'rb'))

@app.route('/')

def home():

    return render_template('index.html')

@app.route('/predict', methods=['POST'])

def predict():

    int_features = [float(x) for x in request.form.values()]

    final = np.array(int_features)

    example = final.reshape(1, -1)

    output = model.predict(example)

    if(output[0] == 0):

        return render_template('index.html', pred='Low Risk')

    elif(output[0] == 1):

        return render_template('index.html', pred='High Risk')

if __name__ == "__main__":

    app.run(host= '127.0.0.1', port=5001, debug=True)