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Preparing the data for customer churn is not an easy task The problem is that you typically do not have a simple Churn attribute in your source data You should find out from the Sales Department how it wants to define churn For example, you could create a new attribute that shows whether a customer has purchased anything from Adventure Works in the past six months and then use this as a predictable attribute Do not forget to randomly split the existing data into training sets and test sets You can use Decision Trees, Na ve Bayes, Neural Network, Clustering, Logistic Regression, and Linear Regression algorithms for predictions In a real-life project, you should create multiple mining models by using different algorithms and different parameters of the algorithms Alternatively, you could try to define the attribute that measures the churn differently and apply the models on the new predictable variable.

To get a better view of what will happen, press Ctrl+T in SQL Server Management Studio to set results to be returned as text instead of grids. Do this for both query windows. Now, start the execution in both query windows simultaneously and wait for both batches to finish execution. (This should take approximately 30 seconds because of the WAITFOR DELAY statement in the Test.spAccountWithdraw stored procedure.) Both connections batches should return two result sets; the first result set will contain the current account balance (which should be 2,000 for both batches), and the second result set will contain the account balance after the withdrawal. What was the result of the two withdrawals Was the account overdrawn What kind of concurrency problem occurred (if any) Was there any other problem with this implementation

Within the Proseware network, a DNS client computer with the IP address 192.168.33.5 submits a query to a DNS server for the name intranet.proseware.com. Assuming that the Netmask Ordering option is enabled on the DNS server, which IP address is returned to the DNS client (Hint: Determine which of the four Web serv ers shares the same subnet ID as that of the querying client computer.)

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Last, you could use different input attributes for different models You could have a single mining structure and ignore some attributes in some models You would then deploy the model with the best performance into the production environment To allow the Finance Department to see the source cases that the data mining model used for training, you have to enable drillthrough on your mining model To do this, first give the Drill Through permission to the SSAS database role that includes the Finance Department users In addition, you should give this role the Read Access permission and the Read Definition permission for the data source Last, the Finance Department users must have permissions that allow access to the source data For example, if the source is in a SQL Server table, the users need Select permission on that table.

The Advanced tab of the DNS server properties dialog box allows you to configure nine installation settings. The Disable Recursion server option is disabled by default, so recursion is enabled for the DNS server, and the server performs queries for its clients unless a special client configuration overrides this behavior. The BIND Secondaries option is enabled by default. Thus, DNS servers in Win dows Server 2003 do not use fast transfer format when performing a zone transfer to BIND-based DNS servers. This feature allows for zone transfer compatibility with older versions of BIND. The Enable Netmask Ordering option is selected by default. As a result, in response to a request to resolve the name of a multihomed computer (a computer with more than one IP address), DNS servers in Windows Server 2003 by default first return to the client any IP address that is in the same subnet as the client s. The Enable Round Robin option is selected by default. Thus, in response to a request to resolve a name hosted at multiple addresses, and in cases where subnet prioritization does not apply, DNS servers in Windows Server 2003 by default rotate the order of matching A resource records in the response list returned to dif ferent clients.

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