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heart_disease_diagnostic_chatot.py
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heart_disease_diagnostic_chatot.py
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# -*- coding: utf-8 -*-
"""Task_3_2_Heart_Disease_Diagnostic_boot.ipynb
Automatically generated by Colaboratory.
Original file is located at
https://colab.research.google.com/drive/1tjNFdzCMmXdOAklEhqOkNM4g6sq0xxUM
"""
import warnings
warnings.filterwarnings("ignore")
# cd drive/MyDrive/Data/Task3_predict_data/
# !ls
def Run_Disease_heart_bot():
import pickle
# load the model from disk
filename = './Tache3_make_prediction/B_heart_disease_prediction/Ensembling_Model_For_disease_checker.sav'
scv = pickle.load(open(filename, 'rb'))
# print(scv)
def get_info_nominal(text , subject):
print(text)
variable_intered=""
while True:
try:
variable_possible=["no","yes"]
variable_intered=input("")
variable_intered=variable_intered.lower()
if (variable_intered in variable_possible ):
break
else:
print("plese enter No or Yes ")
except:
print("Can you please Enter a valid ",subject)
valeur=1
if (variable_intered =="no"):
valeur=0
return valeur
def get_info_Continuous(text , subject):
print(text)
while True:
try:
variable_intered=float(input(""))
break
except:
print("Can you please Enter a valid ",subject)
return variable_intered
def Heart_disease_Bot():
flage =True
while flage:
print("hello please anter the folowing mesearmunt in order to predict your statu \n")
print("enter Yes to contunious the prisougre and No to close \n ")
continu_pres=""
while True:
continu_pres=input("desicion : ")
continu_pres=continu_pres.lower()
if (continu_pres=="no" or continu_pres=="yes"):
break
else:
print("Please inter a valide answer \n ")
if (continu_pres=="no"):
break
# age: age of the patient
user_Age=get_info_Continuous("please enter your age \n" ,"Age")
# sex: male(0) or female(1);(Nominal)
user_sex=get_info_nominal("is you gender a female Yes/NO \n" ,"gender")
# cigsPerDay: the number of cigarettes that the person smoked on average in one day
user_cigsPerDay=get_info_Continuous("please enter number of cigarettes thatyou smoke on average in one day \n","cigarettes")
# BPMeds: whether or not the patient was on blood pressure medication (Nominal)
user_bpmeds=get_info_nominal("Tell me my friend are you in Blood pressure medication No/Yes \n","Blood pressure")
# prevalentHyp: whether or not the patient was hypertensive (Nominal)
user_prevalentHyp=get_info_nominal("were you hypertensive No/Yes \n"," hypertensive")
# diabetes: whether or not the patient had diabetes (Nominal)
user_diabetes=get_info_nominal("do you have diabetes No/Yes \n"," diabetes")
# totChol: total cholesterol level (Continuous)
user_totChol=get_info_Continuous("please telle me the total cholesterol level in your body \n","cholesterol level")
# sysBP: systolic blood pressure (Continuous)
user_sysBP=get_info_Continuous("What about the systolic blood pressure in your body \n","systolic blood pressure")
# diaBP: diastolic blood pressure (Continuous)
user_diaBP=get_info_Continuous("please telle me the diastolic blood pressure in your body \n","diastolic blood pressure")
# glucose: glucose level (Continuous)
user_glucose=get_info_Continuous("Oky last question :please telle me the glucose level in your body \n","glucose level")
#sysBP glucose age cigsPerDay totChol diaBP prevalentHyp male BPMeds diabetes
#test_user=[[ user_sysBP , user_glucose , Age_user , user_cigsPerDay , user_totChol , user_diaBP , user_prevalentHyp , user_sex , user_bpmeds , user_diabetes ]]
flage = False
test_user_valid=[[user_sysBP , user_glucose , user_Age , user_cigsPerDay , user_totChol , user_diaBP , user_prevalentHyp , user_sex , user_bpmeds , user_diabetes ]]
Hd_prediction=scv.predict(test_user_valid)
if Hd_prediction==1:
print("the probability that you will have heart disease is 98%")
else:
print("with ur current info , you wont have a heart disease but try to sty healthy")
def Run_Disease_heart_bot_run():
while True:
Heart_disease_Bot()
print("\n would you like to do the diagnostic again enter Yes / No \n")
answ=""
while True:
answ=input("")
answ=answ.lower()
if (answ=="yes" or answ=="no"):
break
else:
print("Please enter a valide answer")
if answ=="no":
break
Run_Disease_heart_bot_run()