# import flask from flask import Flask, render_template, request, redirect, url_for import pickle app = Flask(__name__) # loaded_model = joblib.load('model.pkl') loaded_model = pickle.load(open('model.pkl', 'rb')) @app.route("/") def root(): return render_template("index.html") @app.route("/predict", methods=['POST']) def make_prediction(): if request.method == 'POST': exp = request.form['exp'] X = [[float(exp)]] [prediction] = loaded_model.predict(X) salary = round(prediction, 2) # msg = "Standard salary for provided experience of " + str(exp) + " years, would be: ₹ " + str(salary) + "/-- " msg = "Standard salary for provided experience of " + str(exp) + " years, would be: Rp. " + str(salary) return render_template("index.html", prediction_text= msg) if __name__ == '__main__': app.run( debug=True)