i want to make a web page and when somebody come in. i want show for him which products that everyone often buy at that time ( month or summer ).
how i do in data mining to predict that products ?
more: i want know how much percent of product is like by buyer
or i want show products with desc % of the like of people
Having successfully created :
- a data mining structure with about 80 columns.
- a data mining model using Microsoft_Decision_Trees with 2 prediction columns.Â
I thought I would then explore the possibility of have more than 2 prediction columns, in this case 20.
I get an error message and I can't work out :
a) if this is because there's a limit to the maximum number of prediction columns and where that maximum is stated.
b) if something else has become corrupted
c) there's a know bug and if the error message is either meaningful or not.
Either way, I'm unable to complete the data mining wizardÂ
The error message is :Errors in the metadata manager. Either the mining structure with the ID of '[my model Structure]' does not exist in the database with the ID of 'DMAddinsDB', or the user does not have permissions to access the object.
Hello,
Can someone please assist?
I have no problem using the provided Algorithms (NaiveBayes, Decision Tree, etc) from SQL Server 2005 Data Mining. For example: If I want to predict whether the customers want to buy bike from the following data, then I use Age, Salary, Gender as input/attribute/feature selection and BuyBike column as "Predict" column.
Table
Age Salary Gender BuyBike
------------------------------------
However, say that I have 10,000 types of bikes to predict. How to do that?
Age Salary Gender BuyBike1 BuyBike2 BuyBike3 ...... BuyBike10000
------------------------------------------------------------------------------------
Are there any online resources discussing this issue? I am desperately try to solve this problem. Please assist!
Mary
Hi
I have developed a product
basket mining model as follows
DSV
SELECT C.CustomerId,C.CustomerIdName,P.ProductId,P.ProductIdName
FROM Customer INNER
JOIN CustomerProduct
ON C.OpportunityId
= P.OpportunityId
Mining Structure
CREATE MINING MODEL ProductBasket
(
CustomerId
TEXT KEY,
CustomerIdName
PREDICT,
ProductId
PREDICT,
ProductRecommend
TABLE PREDICT
(
ProductId TEXT KEY
ProductIdName PREDICTONLY
)
)
USING Microsoft_Association_Rules
Prediction Query
Since I want the output in the following format
Product
ID
Items (nested Table)
Product
A
product B
Product C
Product
B
Product A
Product C
I have written the prediction query as follows
SELECT
t.[ProductId],
PredictAssociation([Association].[ ProductId],3)
From
[Association]
PREDICTION JOIN
OPENQUERY([Adventure Works Cycle MSCRM],
'SELECT DISTINCT
[ProductId]
FROM
(SELECT ProductId FROM ProductBase)
as [Product]
') AS t
ON
[Association].[Product Id] = t.[ProductId]
The model is predicting the
same set of products for every case. Even changes in the algorithm parameter
value do not have any impact on the result.
What is the reason for this and
how can u rectify it?
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.
i want show other products when somebody choose a product,
ect:
product1 product2
A B, C ,D
B C,D,E
C F, G
.......
i create model:
I create a mining model:
CREATE MINING MODEL [bh'S]
([Cusid] LONG KEY ,
[Products] TABLE PREDICT ([Productid] LONG KEY
)) USING Microsoft_Decision_Trees
INSERT INTO [bh'S]
(SKIP, [Products] (SKIP, [Productid]))
SHAPE
{OPENROWSET(€¦, 'SELECT DISTINCT "dbo"."customers"."cusid" AS "Cusid" FROM "dbo"."customers" ORDER BY "dbo"."customers"."cusid"')}
APPEND
( {OPENROWSET(€¦, 'SELECT DISTINCT "dbo"."orderdata"."cusid" AS "UI_GENERATED_PARENT_KEY_COLUMN", "dbo"."products"."productid" AS "Productid" FROM "dbo"."orderdata", "dbo"."orderdetails", "dbo"."products" WHERE (("dbo"."orderdata"."orderid"="dbo"."orderdetails"."orderid") AND ("dbo"."orderdetails"."productid"="dbo"."products"."productid")) ORDER BY "dbo"."orderdata"."cusid"')}
RELATE [Cusid] TO [UI_GENERATED_PARENT_KEY_COLUMN]) AS [Products]
I use DTS to select data:
SELECT FLATTENED
[T1].[Cusid] AS PRODUCTID ,topcount(PREDICT ( [bh].[Products],INCLUDE_STATISTICS),$probability,5) AS ReProductid
FROM
[bh]
PREDICTION JOIN
SHAPE
{
OPENROWSET
(
€¦,'SELECT "productid" AS "Cusid" FROM "products" ORDER BY "productid"'
)
}
APPEND
(
{
OPENROWSET
(
€¦,'SELECT "productid" AS "Cusid_1", "productid" AS "Productid" FROM "products" ORDER BY "productid"'
)
}
RELATE [Cusid] TO [Cusid_1]
)
AS [Products]
AS [T1]
ON
[bh].[Cusid] = [T1].[Cusid] AND
[bh].[Products].[Productid] = [T1].[Products].[Productid]
My result
productid1 productid2
1 2372
1 5422
1 1223
...
2 2372
2 5422
2 1223
.....
3 2372
3 5422
3 1223
...
how can i do ?
i can't write predicts(products,5) or predicts([model name].[products],5) . when i run -> error
i create a model mining
CREATE MINING MODEL [a'S]
( [Cusid] LONG KEY ,
[Orderdetails] TABLE PREDICT ([Productid] LONG KEY )
) USING Microsoft_Decision_Trees
i can show for customer some products other when he choise a product.
ect: he choise A, i show he B, C, D ....
but for that, i must know his cusid.
now i want show B,C,D when one man choise A ( i don't know his cusid). how i do that.
( i'm using sql server and analysis service 2000)
I followed the tutorial posted at [URL] ...
Everything was ok until the last step where I had to process the mining structure which resulted in a warning
"Informational (Data mining): Decision Trees found no splits for model, Tbl Decision Tree Example."
What does this error mean? How do I resolve it? Also, I only see the first level in the Mining Model Viewer, I don't see the levels 2 and 3.
Hi,
I recently started using SQL 2000 Analysis Manager. I wanted to try data mining but was unable to get the Mining Model Wizard to load available techniques.
When I select a cube and "New Mining Model" I get the following error:
"Unable to get list of data mining algorithms."
"Object of provider is not capable of performing requested operation"
Please help.
Thank you very much,
Robert
Hi, all experts here,
I would like to know if there is any way to migrate third-party data mining packages with SQL Server 2005 data mining algorithms together then we can have a comparison among all of them to get the best results for training models.
I am looking forward to hearing from you.
Thanks a lot.
With best regards,
Yours sincerely,
Hoping someone will have a solution for this error
Errors in the metadata manager. The data type of the '~CaseDetail ~MG-Fact Voic~6' measure must be the same as its source data type. This is because the aggregate function is not set to count or distinct count.
Is the problem due to the data type of the column used in the mining structure is Long, and the underlying field in the cube has a type of BigInt,or am I barking up the wrong tree?
I'm a beginner with SQL 2012 SSDT & SSMS. I get this error message when I try to deploy my project:Â
"Error 6
Error (Data mining): KEY SEQUENCE columns are not supported at the case level. The 'Customer Key' column of the 'TK448 Ch09 Cube Clustering' mining structure contains content that is not valid.
0 0
"
I am finding it hard to locate the content that is not valid. I've been trying to find a answer for this problem but can't seem to find anything. How can I locate the content that is not valid and change or delete it so that I can deploy this solution?
Hi all,
I am using Microsoft_Time_Series and have set HISTORIC_MODEL_GAP to various values (from 1 to 21). I always get this error:
Error (Data mining): The 'HISTORIC_MODEL_GAP' data mining parameter is not valid for the 'My Time Series' model.
In Algorithm Parameters window, this parameters is not there by default, so I have to add it.
Any tip will be greatly appreciated.
Implementing data mining Add-in in an academic setting? We need to handle over 150 new students a semester and have their connection to Analysis Services survive for their four years at the college. We are introducing data mining to every freshman business student as a unit within their Intro to Excel class (close to a month of work to give them a sense of what is possible). Other courses later in their curriculum will expand on that introduction.Â
Once implemented, we would have as many as 900 connections to manage (four years from now). It is possible that multiple sections will be running at the same time, so 40 students may be accessing the data mining tools concurrently. Â
Is there a way to "bulk establish" the access credentials and establish those databases?
With SASS Database i have created Data mining Structure Using Time series algorithm, while processing the SSAS db, Data mining  taking long time to process, so how we can  reduce processing time ???
View 2 Replies View RelatedHi,
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
Hi,
I am trying to model data in analysis services with the Advance Create Mining Model function in the excel addin. I am having trouble creating an association model that works like the Associate button above the Advanced button.
The format of my data is like this
OrderID Product
100 Bike
100 Helmet
100 Shoes
200 Helmet
200 basketball
200 Bat
300 Shoes
300 Socks
The associate button works perfectly since it asks me which column is the transaction id (orderid) and which column I am trying to predict (product). The advanced create mining model asks me to determine what the columns are...
OrderID=key Product=Input+Predict?
When I run the advance create mining model associate, I get a browser that gives me no rules and the support for only one item itemset (each product but no combination of products).
Does anyone know what I have to do to get it to work like the associate button?
I perform data mining on all products and a specific product category.
Do I need to create 2 data source views, one for all products and the other one for the specific product category?
Afterward, I run the Data Mining Wizard 2 times to create 2 mining structures.
I also need to add the same mining model (e.g. Bayes, Cluster) to each of these mining structures.
Is there any simple way to do it?
Thanks.
Joe.
I am trying to pivot my data results so that instead of showing multiple rows for each product a client has it will show one line for each client and concatenate all of their products together.
For example, if I run the following query:
SELECT
[Year],
[Client_Name],
[Product_Name]
FROM My.dbo.Table
GROUP BY
[Year],
[Client_Name],
[Product_Name]
I get the following result set:
YearClient_NameProduct_Name
2014BobHosting
2014BobDevelopment
2014BobTesting
2014FredDevelopment
2014FredConsulting
2014MaxConsulting
2015BobHosting
2015BobTesting
What I want to get back as the result set is the following:
YearClient NameProduct-List
2014BobHosting-Development-Testing
2014FredDevelopment-Consulting
2014MaxConsulting
2015BobHosting-Testing
So, I would only get one record back for each Client for each Year with a list of all of their products concatenated together.
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,
I have a question.The question is to predict what to do next.
I have a table with three columns.
CustomerID ServiceContent ServicesID
140105100001 Service1 1
140105100001 Service2 1
140105100001 Service3 1
140105100001 Service1 2
140105100001 Service5 2
... ... ...
I want to use SQL Server 2005 Data Mining to predict what services that one customer will accept next.
Thanks
i have table:
customer(customerid, age,sex....)
orderdata(orderid, customerid,day)
orderdetails(orderid, productid, quantity)
products(productid, productname,...)
now, i want to show some product for customer when i now him age and sex.
e.ct: if he is a man and age =20 i show product : ball, pull, sport close....... if man is a woman , i show lips, babara, t_shirt, skirt....
if man is a chirdren, i will show joy, story for chidren....
how i create my mining model. and how i query for result in DTS
Hello,
I installed the bike buyer example and i am learning the DMX language. Now i wrote the following query (using MS decision trees):
SELECT
T.[Last Name],
[Bike Buyer],
PredictProbability(Predict([Bike Buyer])) AS [Probability]
From
[v Target Mail]
PREDICTION JOIN
OPENQUERY
(....... And so on..)
Now the result is surprising to me. In the resulttabel all the probabilities are equal.
Bike Buyer Probability
1 0.99994590500919611
0 0.99994590500919611
0 0.99994590500919611
0 0.99994590500919611
0 0.99994590500919611
1 0.99994590500919611
and so on.
Now i am wondering what predictProbability means. I thought that PredictProbability meant the probability that the prediction is correct. Now all the probabilities are the same and the input is different. Can somebody tell me what PredictProbability means or am I using it wrong?
Thanx in advance,
Joris Valkonet
I am trying to delete tables from data where the ModifiedDates older than 9 years in AdventureWorks2012 database . I get console notified that foreign keys are dropped but the delete statement is throwing errors. I am sure that somewhere the key constraints are not getting altered, but i'm not able to figure it out as i'm a relative beginner to T-SQL. The error and code:
The DELETE statement conflicted with the REFERENCE constraint "FK_SalesOrderHeaderSalesReason_SalesReason_SalesReasonID". The conflict
occurred in database "AdventureWorks2012", table "Sales.SalesOrderHeader
[System.Reflection.Assembly]::LoadWithPartialName("Microsoft.SqlServer.SMO") | Out-Null
$option_drop = new-object Microsoft.SqlServer.Management.Smo.ScriptingOptions;
$option_drop.ScriptDrops = $true;
[Code] ....
Hi, all experts here,
I am wondering is there any way to select only a portion of a data set to train the mining model? In this case, I mean we dont need to split the dataset in advance, what I want to do is being able to select any random portion of a selected dataset to train a mining model. Any advices?
I am looking forward to hearing from you and thanks a lot in advance for your advices and help.
With best regards,
Yours sincerely,
Generally, what would be a good start to model and make predictions based on the following.
Even Dollar Transactions €“ Including transactions that end in $0 or $50 with a Total Transaction Amount between $400 and $5000.
I have a table called Transaction with a BillingAmount column.
I've gone through the SQL Server 2005 Data Mining Tutorial (which uses a discrete prediction BikeBuyer yes or no) and read a lot of Data Mining with SQL Server 2005. Neither of these give good, complete, methodical examples of selecting inputs and targets and making predictions; especially for continuous columns.
I think I'm generally struggling with the concepts of selecting (continuous?) predictable attributes and calculating predictions based on the results. Are there any examples of a scenario similar to the above that I can reference? or just some advise.
hi
I am new at MSSQL 2000 DBA thing. and trying to learn more about analysis service/data warehouse/data mining. so is any expert out there can Recommend some good books or web link article to read? Thanks
Could I ask how to spit the data into training and validation sets when doing data mining?
Thanks
I'm stucked in a problem and I thought if you would be so kind as to helping me to resolve it.
I'm implementing a clustering algorithm plugin for text mining. I've already read the tutorials and sample codes provided by the MSDN Library.
Well... My problem is: I can't go through the data when the Predict method is called. I've read that this method implements the "core" of the custom algorithms. Here is a small snippet of my code for you to understand my doubt:
STDMETHODIMP ALGORITHM::Predict(/* [in] */ IDMContextServices* in_pContext,/* [in] */ DM_PREDICTION_FLAGS in_Flags,/* [in] */ IDMAttributeGroup* in_pPredAttGroup,/* [in] */ DM_CaseID in_CaseID, /* [in] */ ULONG in_ulCaseValues,/* [in] */ DM_ATTRIBUTE_VALUE* in_rgValues,/* [in] */ ULONG in_ulMaxPredictions,/* [in] */ ULONG in_ulMaxStates, /* [out] */ DM_ATTRIBUTE_STAT** io_prgPredictions,/* [out] */ ULONG* out_pulPredictions) {
for(UINT i=0;i<in_ulCaseValues;i++) {
DM_ATTRIBUTE_VALUE& dmattributevalue = in_rgValues;
ULONG iAttribute = dmattributevalue.Attribute;
if (iAttribute == DM_UNSPECIFIED)
continue;
double dblValue = ::DblContinuous(dmattributevalue.Value);
char buffer[129];
sprintf(buffer,"%f ",dblValue);
RENAN_Log::log(buffer);
}
return S_OK;
}
As you can see, I'm going through in_rgValues to get its values, but i'm only obtaining the first register of the table on the database. I need to roll over a kind of resultset so I could access all the registers I need. Is there any way to do so ?
I expected Predict() received a matrix containing all my data, but the only thing I noticed that could represent the data is that in_rgValues vector. So I can go through this vector, but it holds only the first register of the table in the database (that's what's being saved on my log). I need all of the registers in order to pre-process the data and implement my clustering algorithm.
Well... That's it... I would be very pleased if you could help me.
I have very little experience with programming and data mining, but I am working on a project where I need to take data from one spreadsheet and place it in another. Since it is hard to describe what I would like to do, I will provide an example:
SPREADSHEET 1
Column 1, Column 2
100, ?
101, ?
102, ?
103, ?
SPREADSHEET 2
Column 1, Column 2
102, 202
100, 200
103, 203
101, 201
In this example, the data in Column 1 is always tied to the data in Column 2 (i.e., 100 in Column 1 means 200 in Column 2, etc.) However, the data for Column 2 is only available in SPREADSHEET 2; moreover, the data is not in the same order in both spreadsheets.
My question is how can I create some sort of program where I can transfer the data from SPREADSHEET 2 into SPREADSHEET 1?
I want to query my msdb job and jobschedule related tables to generate a list of runtimes for each of these jobs for the next day or any future date. This query should output JobID, Run_Date(YYYYMMDD), and Run_Time(HHMMSS).
If I have 3 jobs with...
Job#1 scheduled to run once every 4 hours between 6 AM and 10 PM
Job# 2 scheduled to run every 15 minutes between 11 AM and 1 PM
Job# 3 scheduled to run every minute between 4 PM and 4:15 PM
my output should look as below ....
Hi my friends,
I do have a problem with results of clustering algorithm with my categorical data.
In reality I have a big table with one's and zero's and I try to cluster according to 60 attributes.
I tries to cluster to two categories many times but I get only one cluster. What do you suggest. Which values can I change to the algorithm? Is there anything particular for categorical data ?
Thank for your help in advance.
Manolis
Thank you very much for your previous answers conserning clustering algorithm.
I change a bit my data and now I can get two and three clusters as I wish.
But now I have a different question. I wish to keep my Structure and Model for further trials with different algorithm values, like cardinality. I tried the following
I selected in excel Data Mining and then the option cluster button.
Then in the cluster wizard I chose analysis service data source and I reform the query as I need adding only at the end
where "STAFF_YES" = 1. Then I choose the needed columns and target value. Finally I select browse model, enable drill through only and I finish the wizard and get some results, rather good. But i need to try again with different parameters.
I tried Business intelligent Studio to check my Analysis service. The structure were here but when I changed any parameter and I tried to reprocess I got the following messages
Processing Mining Structure 'try Structure_1' completed successfully.
Start time: 5/8/2007 4:55:08 μμ; End time: 5/8/2007 4:55:08 μμ; Duration: 0:00:00
Processing Dimension 'try Structure_1 ~MC-__RowIndex' completed successfully.
Start time: 5/8/2007 4:55:08 μμ; End time: 5/8/2007 4:55:08 μμ; Duration: 0:00:00
Processing Dimension Attribute '(All)' completed successfully.
Start time: 5/8/2007 4:55:08 μμ; End time: 5/8/2007 4:55:08 μμ; Duration: 0:00:00
Processing Dimension Attribute 'EPI_CELL_SINO_GOOD' completed successfully.
Start time: 5/8/2007 4:55:08 μμ; End time: 5/8/2007 4:55:08 μμ; Duration: 0:00:00
Processing Dimension Attribute 'EPI_CELL_SINO_LOOSE' completed successfully.
Start time: 5/8/2007 4:55:08 μμ; End time: 5/8/2007 4:55:08 μμ; Duration: 0:00:00
Errors and Warnings from Response
Internal error: The operation terminated unsuccessfully.
Internal error: The operation terminated unsuccessfully.
Internal error: An unexpected error occurred (file 'pcprocbinding.cpp', line 6645, function 'PCDBProcBinding:electOrChangeCartridge').
Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'try Structure_1 ~MC-__RowIndex', Name of 'try Structure_1 ~MC-__RowIndex' was being processed.
Errors in the OLAP storage engine: An error occurred while the 'EPI_CELL_SINO_LOOSE' attribute of the 'try Structure_1 ~MC-__RowIndex' dimension from the 'DMAddinsDB2' database was being processed.
Internal error: The operation terminated unsuccessfully.
Internal error: The operation terminated unsuccessfully.
Internal error: An unexpected error occurred (file 'pcprocbinding.cpp', line 6645, function 'PCDBProcBinding:electOrChangeCartridge').
Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'try Structure_1 ~MC-__RowIndex', Name of 'try Structure_1 ~MC-__RowIndex' was being processed.
Errors in the OLAP storage engine: An error occurred while the 'EPI_CELL_SINO_GOOD' attribute of the 'try Structure_1 ~MC-__RowIndex' dimension from the 'DMAddinsDB2' database was being processed.
And no change to the structure take place.
Please help me if you can
Thank you in advnce
Best regards.
Manolis