problem about data mining for business intelligence, Database Management System

Assignment Help:
Do the 11.1

11.1 Credit Card Use. Consider the following
hypothetical bank data on consumers’ use of credit card
credit facilities in Table 11.3. Create a small worksheet in
Excel, like that used in Example 1, to illustrate one pass


through a simple neural network.

Here is the Table 11.3

a. Use XLMiner’s neural network routine to fit a model
using the XLMiner default values for the neural net
parameters, except normalizing the data. Record the RMS
error for the training data and the validation data. Repeat
the process, changing the number of epochs (and only this)
to 300, 3000, and 10,000.

i. What happens to the RMS error for the training data as
the number of epochs increases?

ii. What happens to the RMS error for the validation data?

iii. Comment on the appropriate number of epochs for the
model.

b. Conduct a similar experiment to assess the effect of

changing the number of layers

Related Discussions:- problem about data mining for business intelligence

What are the three types of data sources, What are the three types of data ...

What are the three types of data sources used with ODBC? An ODBC file data source is a file that can be shared between database users. An ODBC system data source is one that is

What is deadlock, What is deadlock? How can it be avoided? How can it be re...

What is deadlock? How can it be avoided? How can it be resolved once it occurs? Deadlock happens when two transactions are each waiting on a resource that the other transaction

Explain tuple variable, Define tuple variable? Tuple variables are used...

Define tuple variable? Tuple variables are used for comparing two tuples in the same relation. The tuple variables are explained in the from clause by way of the as clause.

Mappings between levels and data independence, Mappings between Levels and ...

Mappings between Levels and Data Independence The 3 levels of abstraction in the database do not exist separately of each other. There must be some correspondence, or mapping

Explain heap file with advantages, Explain heap file with advantages? H...

Explain heap file with advantages? Heap File is an unordered set or a group of records, stored on a set of pages. This class gives basic support for inserting, updating, select

Explain how the law ensures data protection and security, Question 1: (...

Question 1: (a) Explain the legal meaning of :- (i) Computer Service Person (ii) Data holding (b) Explain how the law ensures Data protection and Security. Qu

Define normalization, Normalization :It is a process of examine the given ...

Normalization :It is a process of examine the given relation schemas based on their primary key and Functional Dependencies (FDs) to achieve the properties Minimizing redun

What is a transaction? , What is a transaction ? The Transaction is a un...

What is a transaction ? The Transaction is a unit of data processing. For instance, many of the transactions at a bank may be withdrawal or deposit of money; transfer of money f

Which database object does not physically exist, Which database object does...

Which database object does not physically exist? A view database object does not physically exist.

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd