Answered: You have a dataset that contains some…

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Question

You have a dataset that contains some patient medical records. This dataset is messy, full of incomplete/missing and erroneous data. Your task is to build a classification model on these records but you are concerned about the quality of the data handed to you. After consulting your colleagues you get an advice to chain two models:

1. the first model will de-noise the data and transform it into a better and complete representation of itself

2. the second model will take the output of the first model and classify the data

What type of artificial neural network would you consider for your first model?

Group of answer choices

Autoencoder

Convolutional neural network (CNN)

Generative adversarial network (GAN)

Multi-layer perceptron (MLP)

Recurrent neural network (RNN)

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