def predictRoute():
try:
Pregnancies = int(request.form['Pregnancies'])
Glucose = int(request.form['Glucose Level'])
BloodPressure = int(request.form['BloodPressure'])
SkinThickness = int(request.form['SkinThickness'])
Insulin = int(request.form['Insulin'])
BMI = float(request.form['BMI'])
DiabetesPedigreeFunction = float(
request.form['DiabetesPedigreeFunction'])
Age = int(request.form['Age'])
data = [[
Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, BMI,
DiabetesPedigreeFunction, Age
]]
print('data is: ', data)
pred = predObj()
res = pred.predict_log(data)
print('result is ', res)
return render_template('result.html', prediction_text='{}'.format(res))
except ValueError:
return Response("Value not found")
except Exception as e:
print('exception is ', e)
return Response(e)
def predictRoute():
try:
pregnancies = float(request.form['pregnancies'])
glucose = float(request.form['glucose'])
blood_pressure = float(request.form['bloodPressure'])
skin_thickness = float(request.form['skinThickness'])
insulin = float(request.form['insulin'])
bmi = float(request.form['bmi'])
diabetes_pedigree_function = float(
request.form['diabetesPedigreeFunction'])
age = float(request.form['age'])
data = [[
pregnancies, glucose, blood_pressure, skin_thickness, insulin, bmi,
diabetes_pedigree_function, age
]]
# if request.json['data'] is not None:
# data = request.json['data']
print('data is: ', data)
pred = predObj()
prediction = pred.predict_log(data)
#result = clntApp.predObj.predict_log(data)
print('result is ', prediction)
return render_template('results.html', prediction=prediction)
except Exception as e:
print('The Exception message is: ', e)
return 'something is wrong'
# return render_template('results.html')
else:
return render_template('index.html')
def predictRoute():
try:
if request.json['data'] is not None:
data = request.json['data']
print('data is: ', data)
pred = predObj()
res = pred.predict_log(data)
#result = clntApp.predObj.predict_log(data)
print('result is ', res)
return Response(res)
except ValueError:
return Response("Value not found")
except Exception as e:
print('exception is ', e)
return Response(e)
def predictRoute():
if request.method == 'POST':
try:
data = request.form
print('data is:', data)
# node = data['bmi']
# print(str(node))
pred = predObj()
res = pred.predict_log(data)
print('result is', res)
# return Response(res)
return render_template('results.html', prediction=res)
except ValueError:
return Response("Value not found")
except Exception as e:
print('exception is', e)
# return Response(e)
return render_template('index.html')
def predictRoute():
try:
rateMarriage = int(request.form['rateMarriage'])
age = int(request.form['age'])
yearsMarried = int(request.form['yearsMarried'])
children = int(request.form['children'])
education = int(request.form['education'])
occupation = int(request.form['occupation'])
husbandOccupation = int(request.form['husbandOccupation'])
religious = int(request.form['religious'])
occ_2 = 0
occ_3 = 0
occ_4 = 0
occ_5 = 0
occ_6 = 0
occ_husb_2 = 0
occ_husb_3 = 0
occ_husb_4 = 0
occ_husb_5 = 0
occ_husb_6 = 0
if occupation == 2:
occ_2 = 1
elif occupation == 3:
occ_3 = 1
elif occupation == 4:
occ_4 = 1
elif occupation == 5:
occ_5 = 1
elif occ_6 == 6:
occ_6 = 1
else:
print(occupation)
if husbandOccupation == 2:
occ_husb_2 = 1
elif husbandOccupation == 3:
occ_husb_3 = 1
elif husbandOccupation == 4:
occ_husb_4 = 1
elif husbandOccupation == 5:
occ_husb_5 = 1
elif husbandOccupation == 6:
occ_husb_6 = 1
else:
print(husbandOccupation)
data = [[
1, occ_2, occ_3, occ_4, occ_5, occ_6, occ_husb_2, occ_husb_3,
occ_husb_4, occ_husb_5, occ_husb_6, rateMarriage, age,
yearsMarried, children, religious, education
]]
print('data is: ', data)
pred = predObj()
res = pred.predict_log(data)
print('result is ', res)
return render_template('result.html', prediction_text='{}'.format(res))
except ValueError:
return Response("Value not found")
except Exception as e:
print('exception is ', e)
return Response(e)
def __init__(self):
self.predObj = predObj()
