Question: Please help with the r - code portion Spambase data set is an example for classification for e - mail, Spam or Non - Spam.
Please help with the rcode portion
Spambase data set is an example for classification for email, Spam or NonSpam. The last column of the data set determines whether the email Spam or NonSpam.
a Check whether spambase data set includes some missing values ie NA Remove the observation if there is any missing value in the any characteristics of the corresponding observation.
b Choose of your data as training data set.
c Normalize the data and apply Neural Network algorithm with layer which has hidden neurons.
d Calculate the training error of Neural Network algorithm.
e Calculate the testing error of Neural Network algorithm.
f Apply Multilayer Neural Network algorithm with layers which have and hidden neurons, respectively.
g Calculate the training error of Multilayer Neural Network algorithm.
h Calculate the testing error of Multilayer Neural Network algorithm.
i Based on the training and testing errors, discuss which method performs better.
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