How To Automatically Generate HTML Visualizations Of Mining Models Using Visio?
Jul 25, 2007
Hello!
I'll try to explain what I'd like to do. On my SQL Server 2005, SSAS contains a mining model (In fact a cluster one).
I'd like to show a detailed diagram build from this model on a web site. This diagram (and this is why I need automation) would depend on the user who's consulting it.
For example, a firm A will see the number of its customers in each cluster, and this information will be different for another firm B
So, I thought about several steps to perform:
1) Feed the model with the data for each firm
2) Build a Visio diagram from the previous data using the DM addins for Visio 2007
3) Generate HTML using the Visio export wizard
4) Publish HTML
And (important) this should be done automatically.
I made some experiments:
Step 1 is easy to perform with SSIS
Step 3 is also easy to do with the Visio SDK (using, among others, the exportAsHtml control) and Step 4 is trivial
I failed to perform stage 2, even with the SDK, since creating a diagram from a DM template requires the user to fill a wizard. By code, I'm able to create a document from a DM template, Drop a DM Stencil but when the wizard appears I'm unable to get a handle on it. And even if I was, I dunno if it would be a "clean" way of doing.
So my question is: first of all: isn't there an easier way to generate HTML from Mining Models automatically? And if my approach to this problem is the best (or the "least bad"), how to generate datamining Visio diagrams from code automatically?
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Apr 26, 2006
Hi, all here,
I am wondering where can I store my mining results in data mining engine? For example, I got mining results like accuracy chart, decision trees, and other formats of results based on different mining algorithms I used for my data mining, so where can I actually store the results for reporting service use later? Is it possible to do that in SQL Server 2005?
Thanks a lot for any help and guidance in advance.
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Sep 26, 2006
Hi,
I have just run a simple data set through a model to predict a simple true or false value (i.e. binary output)
The Lift Chart/Mining Legend in Analysis Services shows three results €“ Score, Population Correct (%), and Predict Probability (%)
Population Correct I beleive is the percentage of predictions it got right out of the total number of predictions it tried to make. Is this correct?
However, I can€™t work out how the other two are derived in particular the 'SCORE'. To give a live example the scores were as follows:
Model Score Pop Correct Pred Probability
Decision Trees 0.83 76.59% 54.28%
Neural Network 0.75 67.63% 50.05%
Ideal Model 100.00%
Can anyone help with this and give a detailed explanation?
Many thanks,
S Rajput
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Nov 27, 2006
Hi ,all here,
Thank you very much for your kind attention.
I just found that I am not able to view the accuracy chart for my mining model. The error message is: no mining models are selected for comparision. Which is quite strange.
Any guidance? thank you very much.
With best regards,
Yours sincerely,
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May 2, 2007
Hi, all experts here,
Thank you for your kind attention.
Data mining add-in for Office Visio 2007 is great. But what I am concerning is-to end users (to technical users) how could we deliver the data mining models results in a better way (e.g. integrate with other possible clients ) to make it dynamically and easily undertood?
Hope my question is clear for your help.
With best regards,
Yours sincerely,
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May 10, 2007
Hello
I've created models with Decision Tree and Neural Network algorithms that predict continous target. But I don't know how to interpret scores that occure under scatter accuracy plot. How should I interpret scores under scatter accuracy plot?
How can I estimate occuracy of model created with Time Series? How can I compare accuracy of model created with Time Series with models created with Decision Trees and Neural Network algorithms?
Thanks in advance.
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Jul 16, 2007
Hi, guys,
Thanks for your kind attention.
Just want to make things perfectly work and make the most of our fantastic SQL Server 2005 Data Mining Engine. Can any of you here give me some super advices on the validation of the mining models. As we always see, the 3 aspects of a mining model are: Score, Population correct, and Predict Probability. So the question is: How can we combine these three aspects to best judge the mining models by being able to tell which model is the best one? And to what extent can we really trust these mining models?
These are very important before we can actually bring the models into work to convince other people who have no ideas what are going on with these models. Yes, we just want to convince them with the results of these models and make the most of them and best help them getting the most from their business operations etc.
By the way please can you explain a bit details on each of these aspects? Thanks again.
I am looking forward to hearing from you shortly and thanks bunch for your help.
With best regards,
Yours sincerely,
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Jun 12, 2006
Hi, all here,
I am having a question about automating data mining models managements. As we know in many businesses, patterns vary very frequently, therefore, the mining models created will need to be created again afterwards according to new rules appearing in the data. But can we make all these process automated like automatically assessing the mining model accuracy and automatically recreate the mining models based on predifined specifications? Would please any one here give me any idea about that?
Thanks a lot for any guidance and help for that.
With best regards,
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Jul 16, 2007
Hi, all,
Again I am confused about the extent of being convinced by the mining models. We can validate the models with accuracy chart, but then to what extent can we trust that? (you never get 100% correct miming models) If we dont trust the results of the models, then the patterns the models discover are meaningless.
Just need some advices from you experts here to help me convince people on what I got from my mining models.
I am looking forward to hearing from you shortly and thank you very much.
With best regards,
Yours sincerely,
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Jul 2, 2007
I am in the process of creating an Integration Services package to automate the process of training mining models and getting predictions. Until recently, I have been processing the models directly from Business Intelligence Studio without any problems. However, when I try to use the exact same training set as an input to the Data Mining Model Training destination, I get several errors. Here is the output:
[Mining Models [1]] Error: Parser: An error occurred during pipeline processing.
[Mining Models [1]] Error: Errors in the OLAP storage engine: The process operation ended because the number of errors encountered during processing reached the defined limit of allowable errors for the operation.
[Mining Models [1]] Error: Errors in the OLAP storage engine: An error occurred while the 'CPT MODIFIER' attribute of the 'BCCA DMS ~MC-CLAIM LIN~5' dimension from the 'BCCA LRG DMS TEST' database was being processed.
[Mining Models [1]] Error: File system error: The record ID is incorrect. Physical file: . Logical file: .
[Mining Models [1]] Error: Errors in the OLAP storage engine: The process operation ended because the number of errors encountered during processing reached the defined limit of allowable errors for the operation.
[Mining Models [1]] Error: Errors in the OLAP storage engine: An error occurred while the 'BILL TYPE' attribute of the 'BCCA DMS ~MC-CLAIM LIN~5' dimension from the 'BCCA LRG DMS TEST' database was being processed.
[Mining Models [1]] Error: File system error: The record ID is incorrect. Physical file: . Logical file: .
[DTS.Pipeline] Error: The ProcessInput method on component "Mining Models" (1) failed with error code 0x80004005. The identified component returned an error from the ProcessInput method. The error is specific to the component, but the error is fatal and will cause the Data Flow task to stop running.
I have not been able to find an answer as to why this is happening. I found a post regarding a similar problem with processing an OLAP cube in SSIS, but it seems that the author of that post never found an answer. Has anyone else here seen similar errors when processing mining models from Integration Services?
Also, if I process the mining models manually then try to run only predictions in SSIS, I get many of the same errors. I'll keep looking into the problem myself, but I would be very grateful if someone in this forum could shed some light on this issue.
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Nov 20, 2006
Hi, all experts here,
Thank you very much for your kind attention.
I got a strange problem with SQL Server 2005 data mining models though. I have selected the input columns for my mining model (which are different from the input columns for its mining structure, since I ignored some of the columns for the selected model). But the mining model still used all input columns from the mining structure rather than those I chose for the mining model.
Would please any one here give me any guidance and advices for that. Really need help for that.
Thanks a lot in advance for any help.
With best regards,
Yours sincerely,
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Dec 18, 2007
Hi!
If you make an view you can script it in SSMS and get the DDL.
How to do something similar with mining models/structures getting DMX?
I see you easy can get XMLA, but I would prefer the "dmx-ddl"...
Thanks
Bjorn
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Dec 12, 2006
Still new to DM and SSIS...anyand all help is greatly appreciated!
In SSIS they say that you can use the Analysis Services Processing Task to process a mining model/mining structure, however, I do not see where you can give it a relational table to work off of. I know that I can use a data flow to do this but I wanted to go a different route if I could to process my models as I don't really necessarily need the data flow as what I am tring to do is pretty simple.
That brings me to a more general question, what is the best method for training your models using SSIS? I am building a new model everytime the package runs using some variables and the DDL task, running a query on it, and destroying it at the end of the package but I am having logistical problems training it outside of the data flow. I tried using the DM Query task but it requires that you output a result set and I am not sure if I can use it to create and process models.
I would think that they would just give you a DMX task similar to the SQL task but that does not seem to be the case. Also, when I browse the AS objects via the processing task I can only see the mining structures and not the mining models.
Am I just missing something here?
Cheers,
Dan Meyers
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Feb 12, 2015
I need to generate data models of all databases for an instance. How can I accomplish this?
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Jul 16, 2007
Hi, all,
Another tricky confusion to me is that: many algorithms settings for the native algorithms in SQL Server 2005 Data Mining do not really significantly improve the results of those mining models with settings changes? (Apart from clustering algorithm setting of cluster number, by setting 0 as the number of clusters, the system will automatically cluster the data into clusters which I assume is the best way of mining the model with this method).
Any good advcies on this will be a lot appreciated.
I am looking forward to hearing from you shortly for this confusion and thanks a lot in advance.
With best regards,
Yours sincerely,
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Nov 29, 2006
I am using BI Dev Studio for SS2005 in a research (as opposed to a production) environment. Often I want to compare the results of multiple models using the same attributes. If I switch to a different model, the Design view completely resets. Is there any way to retain the same field names with different models in the Design view?
My current workaround is to give my models similar names with AR, DT, CL, LOG, NN suffixes and make global changes in the DMX.
I have consulted the following without finding an answer:
http://msdn2.microsoft.com/en-us/library/ms178445.aspx
http://msdn2.microsoft.com/en-us/library/ms175642.aspx
http://msdn2.microsoft.com/en-us/library/ms175678.aspx
http://msdn2.microsoft.com/en-us/library/ms175637.aspx
Thanks for your help,
Sam
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May 27, 2007
Lets take the following example:
Movie train table:
ID Class
1 +
2 +
3 -
4 +
5 -
Actor train nested table:
ID MovieID Gender
1 1 F
2 1 M
3 1 F
4 1 F
5 2 M
6 2 M
7 2 F
8 3 F
9 3 F
10 4 M
11 4 M
12 4 F
13 4 F
14 5 F
15 5 M
We want to build a classifier model in order to predict the Class of a Movie based on the Gender of movie's actors. To deal with the nested table Analysis Services maps each record of the nested table to an attribute of the case table. These attributes are named Actor(n).Gender with n = 1..15, and so they are dependent on the nested table record numbers. Both Microsoft Decision Trees and Microsoft Naive Bayes algorihms use these attributes without any modification.
We are implementing a Relational Naive Bayes algorithm and we are planning to aggregate such attributes in order to make them independent of the nested table record numbers.
Next step we tried to predict some unseen cases and here we face with
a very huge problem.
Lets take more two tables of unseen cases:
Movie test table:
ID Class
6 +
7 NULL
8 NULL
Actor test nested table:
ID MovieID Gender
1 6 F
2 6 M
3 6 F
4 6 F
16 7 F
17 7 M
18 7 F
19 7 F
20 7 F
21 8 M
22 8 M
23 8 F
Predicting the movie 6 Class is not a problem since the movie actors were included in the training dataset and when the records are mapped to attributes because they already exist in the model. But when you
try to predict movies (7 an 8) with unseen actors all new attributes are simply ignored in the ALGORITHM:redict call (in_ulCaseValues is zero!) because they do not exist in the model!
What is the solution?
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May 26, 2006
Hi!
I try to use Data Mining HTML Tree Viewer, but has some problem. In the Connection property, i can't set a new connection to this property.
Help me!!!
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Dec 14, 2007
I have a decision tree model and I am trying to view the tree using the DMDecisionTreeViewer control as in this sample http://www.sqlserverdatamining.com/MovieSurveyDemo/ . I followed the instructions at this site http://msdn2.microsoft.com/en-us/library/ms160727.aspx and set the following properties:
Server My analysis services server
Database My analysis services catalogue
Model My decision tree model name
ViewType Tree
TargetTree My decision tree's predictable attribute
When I run my application, the component does not display anything and the webpage produces two errors:
1. Syntax Error
2. 'NodeData' is undefined
Furthermore, when I run the query that is expected to give me the TargetTree property value, I get nothing as a result.
SELECT NODE_UNIQUE_NAME, ATTRIBUTE_NAME
FROM [Model].CONTENT
WHERE NODE_TYPE=2
I managed to view my decision tree using windows viewers without problems. Do you have any idea on what I have done wrong, and is the MovieSurveyDemo source code available?
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Feb 14, 2008
Hi,
Small problem here. I have successfully installed the Data Mining Web Controls in my pc. I can use it to display the result that i want, the problem is the expand image and collapse image did not show out in the column, by the way I can click the blank column to expand or collapse the tree node, it function completely.
How can i display the expand image and Collapse image?
Can anyone help?
Thanks!
best rgds,
xuenly
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Jun 15, 2005
Hello All,Looking for an opinion on the following scenario.Lets say you need to create a report for a 1000 stores. The report format is the same but the data changes for each store.Option 1:Write an asp.net page where the user selects the store, or a store parameter is pased, hit SQL Server with a SP and display the data. - This option seem to have the advantage of flexibility and simplicity.Option 2:Write out a static XML/HTML report for each store and have the asp.net page load the static file. - This options seems to have the advantage of speed on the client side but is less flexible and more complex on the backend.Any thoughts?For option 2 is it possible to write out the XML/HTML files using SQL Server or does something custom need to be created?Thanks, Gary
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Jul 17, 2007
I am going through the data mining web control viewer tutorial and its going great. I have been able to build and setup the viewer. The problem I am having is when I publish the site out to my web server, it gives me the following error:
Code Snippet
Error: Either the user, <domain><computerName>$, does not have access to the prospectDataMining database, or the database does not exist.
When I debug this on my local machine via Visual Studio 2005, it works GREAT! It is just when I publish the site to the web server.
I have a dedicated SSAS server along w/ a dedicated web server. To test, I published the site to the SSAS server to see if it was a connection issue. I received the same error w/ a different <domain><computerName>$.
I looked at trying to put in the optional connection info for the dataMining html tree viewer properties... but apparently dont know how to do that properly. I also checked the IIS directory security and enabled Integrated security.
What am i doing wrong? ANY help is much appreciated.
Thanks,
Cameron
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Feb 10, 2004
Generate an html-excel file with any table. Does not need Excel to generate , because does not use Excel automation.
http://www.databasejournal.com/scripts/article.php/3300831
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Dec 20, 2007
Hi there
I need to generate some variables , like var1, var2, var3 ....
It's determined by how many records in my database.
I want to write a for() to do this. But how?
For example
for(int i=0; i<datatable.rows.count; i++){ String vari = new String;}
This is not a right way in C#, does anyone know how to?
Thanks!!!
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Feb 21, 2008
I generate SQL scripts on a regular basis for my database and it's objects.
Is it possible to run a job in SQL or make windows do this automatically on a periodic basis?
Anyone done this before?
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Sep 27, 2007
Hi,
How can I generate rows automatically?
The number of rows is generated according to an input from the user!
Thanks,
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Feb 19, 2008
Hi all,
I have a very simple time series model which processing works fine without any problem. However when I run the following query
SELECT
[TimeSeries].[PriceChange],
[TimeSeries].[Symbol],
PredictTimeSeries(PriceChange, -3, 2)
From
[TimeSeries]
WHERE
[TimeSeries].[Symbol] = 'x'
I get the following error:
TITLE: Microsoft SQL Server 2005 Analysis Services
------------------------------
Error (Data mining): A time series prediction was requested with a start time further in the past than the internal models of the mining model, TimeSeries, specified in the HISTORIC_MODEL_GAP and HISTORIC_MODEL_COUNT parameters can process.
The following is the excerpt of the minding model script related to the two parameters:
<AlgorithmParameters>
<AlgorithmParameter>
<Name>MISSING_VALUE_SUBSTITUTION</Name>
<Value xsi:type="xsdtring">Previous</Value>
</AlgorithmParameter>
<AlgorithmParameter>
<Name>HISTORIC_MODEL_GAP</Name>
<Value xsi:type="xsd:int">1</Value>
</AlgorithmParameter>
<AlgorithmParameter>
<Name>HISTORIC_MODEL_COUNT</Name>
<Value xsi:type="xsd:int">10</Value>
</AlgorithmParameter>
</AlgorithmParameters>
These HISTORIC_MODEL_GAP (1) and HISTORIC_MODEL_COUNT (10) should accommodate PredictTimeSeries(PriceChange, -3, 2). Could anyone shed some light on this?
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Apr 18, 2008
Is there a tool that can automatically generate each stored procedures in the database into a separated sql file with the stored procedure name?
thanks
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May 2, 2006
Hi, all,
I have a question about adding a unique key column to an existing table.
what i trying to do is that: I have already created a table, now i wanna add a ID column to this table, and generate the values for ID column from 1 to the existing row number. How can I get this done?
Thanks a lot in advance for any guidance.
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Jul 21, 2015
last couple of months we're getting automatically generate jobs under sql server job event. causing occupy the resources.
in daily basis i've to remove mannualy. i've do disable the job no of times from properties, but it generates again.
how to remove it permanently. following are the job which generates automatically-
15559-cook.exe,
15564-dbdotas
15565-dbdotas2
15552-ftpbacks.exe
15554-install.exe
15555-kills.exe
15557-kugou2010
15558-macs.exe
15553-pdoors.exe
15561-regs.exe
15562-regsa.exe
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Nov 24, 2006
Hi, all here,
Thank you very much for your kind attention.
I am wondering if it is possible to use SSIS to sample data set to training set and test set directly to my data mining models without saving them somewhere as occupying too much space? Really need guidance for that.
Thank you very much in advance for any help.
With best regards,
Yours sincerely,
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May 22, 2015
We have recently migrated to SSRS2012 and since this time any report with a gauge or a chart within will not render. Upon researching even newly created reports will not render them.Â
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Jan 15, 2008
I am retrieving a field from SQL and displaying that data on a web page.
The data contains a mixture of text and html codes, like this "<b>test</b>".
But rather than displaying the word test in bold, it is displaying the entire sting as text.
How do I get it to treat the HTML as HTML?
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