Question 5 An organization has collected 9,000 records of data from their network. The data is to be used to train and test a model to predict future network usage at different times by different users. They are contemplating on the following 3 configurations to split the available data between training and test data sets. For each of these cases, briefly comment on the advantages and disadvantages in the resulting tested model to be used for prediction of unknowns. Case | Training set | Test set 1 8000 1000 2 6000 3000 3 1000 8000 Full explain this question and text typing
Question 5 An organization has collected 9,000 records of data from their network. The data is to be used to train and test a model to predict future network usage at different times by different users. They are contemplating on the following 3 configurations to split the available data between training and test data sets. For each of these cases, briefly comment on the advantages and disadvantages in the resulting tested model to be used for prediction of unknowns. Case | Training set | Test set 1 8000 1000 2 6000 3000 3 1000 8000 Full explain this question and text typing
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 5
An organization has collected 9,000 records of data from their network. The data is to be used to train and test a model to predict future network usage at different times by different users. They are contemplating on the following 3 configurations to split the available data between training and test data sets. For each of these cases, briefly comment on the advantages and disadvantages in the resulting tested model to be used for prediction of unknowns.
Case | Training set | Test set
1 8000 1000
2 6000 3000
3 1000 8000
Full explain this question and text typing work only thanks
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