For the following line of code used to build a Neural Network model, choose the correct pairing $-$

from tensorflow.keras.utils import to$\_$categorical

y$\_$train $=$ to$\_$categorical$($y$\_$train, $10)$

model $=$ keras.Sequential$()$

model.add$($Dense$(32,$ activation$=$'relu',input$\_$shape$=(23,)))$

model.add$($Dense$(35,$ activation$=$'sigmoid'$)$

model.add$($Dense$(10,$ activation$=$'softmax'$))$

adam $=$ optimizers.Adam$()$

A

model.add$($Dense$(10,$ activation$=$'softmax'$))$

i Converting the train target variable into Numpy array

B

y$\_$train $=$ to$\_$categorical$($y$\_$train, $10)$

ii Initializing a sequential model

C

model.add$($Dense$(35,$ activation$=$'sigmoid'$)$

iii adding an output layer to the model

D

model $=$ keras.Sequential$()$

iv adding the hidden layer to the model