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@app.route('/predict',methods=['POST']) | |
def predict(): | |
if request.method == 'POST': | |
CreditScore = int(request.form['CreditScore']) | |
Age = int(request.form['Age']) | |
Tenure = int(request.form['Tenure']) | |
Balance = float(request.form['Balance']) | |
NumOfProducts = int(request.form['NumOfProducts']) | |
HasCrCard = int(request.form['HasCrCard']) | |
IsActiveMember = int(request.form['IsActiveMember']) | |
EstimatedSalary = float(request.form['EstimatedSalary']) | |
Geography_Germany = request.form['Geography_Germany'] | |
if(Geography_Germany == 'Germany'): | |
Geography_Germany = 1 | |
Geography_Spain= 0 | |
Geography_France = 0 | |
elif(Geography_Germany == 'Spain'): | |
Geography_Germany = 0 | |
Geography_Spain= 1 | |
Geography_France = 0 | |
else: | |
Geography_Germany = 0 | |
Geography_Spain= 0 | |
Geography_France = 1 | |
Gender_Male = request.form['Gender_Male'] | |
if(Gender_Male == 'Male'): | |
Gender_Male = 1 | |
Gender_Female = 0 | |
else: | |
Gender_Male = 0 | |
Gender_Female = 1 | |
prediction = model.predict([[CreditScore,Age,Tenure,Balance,NumOfProducts,HasCrCard,IsActiveMember,EstimatedSalary,Geography_Germany,Geography_Spain,Gender_Male]]) | |
if prediction==1: | |
return render_template('index.html',prediction_text="The Customer will leave the bank") | |
else: | |
return render_template('index.html',prediction_text="The Customer will not leave the bank") |
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