Data Mining Introduction

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Data Mining Introduction

Daniel Calbimonte

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November 11, 2012 at 2:26 pm

#265285

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RobCarter SSC Enthusiast Points: 176 More actions · Answer 1

Its a nice article Daniel. The only comment I have is that in the Data Mining sub heading, the final paragraph states that you don't need to create a cube or an analysis services project, yet when you get into the tutorial you create an analysis services project so I am a bit confused.

Also, a question I would like to ask would be: "does this example work just as well with the normal adventureworks database as it does with AdventureworksDW?"

Other than that it seems clear enough...

LCT Grasshopper Points: 15 More actions · Answer 2

Hi Daniel,

Very nice article!

At the last examples, shouldn't the probability to buy be 42%? The one you gave is the probability not to buy, right?

Regards,

Luis Torres

derek.colley SSCrazy Eights Points: 8040 More actions · Answer 3

Thank you for an informative introduction into applying data mining models.

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Koen Verbeeck SSC Guru Points: 259085 More actions · Answer 4

Nice introductory article, but I would have liked another case study instead of the plain old BikeBuyer one.

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DavidBridgeTechnology.com SSChasing Mays Points: 649 More actions · Answer 5

luis.torres 47140 (11/12/2012)
At the last examples, shouldn't the probability to buy be 42%? The one you gave is the probability not to buy, right?

I came here to point out the same thing but I also have a question about it.

Q. Why does the order change?

A. The answer is that the result is ordered by probability (high to low)

I liked the article too but I think more explanation is needed as to why we are selecting the options indicated. I am quite good at SSAS and SQL in general so I can work it out and expand for myself but I think for new comers it starts well but degenerates slightly in to a "click this, then this, then this" type of tutorial rather than "select this so that you can see this and you do this because...".

e.g: Perhaps explain what a Singlton query is and what the alternatives are. I realise this is explained in BOL but then so is the guts of all of this tutorial. Also why choose PredictHistogram and what are the alternatives?

Apart from this I think its great and look forward to the follow ups.

Dave

From BOL:

Singleton queries do not require an input table; instead, a set of data is passed into the model, from which a single prediction is returned in real time

David Bridge
David Bridge Technology Limited
www.davidbridgetechnology.com

davoscollective SSCertifiable Points: 6355 More actions · Answer 6

rob.carter 79958 (11/12/2012) Its a nice article Daniel. The only comment I have is that in the Data Mining sub heading, the final paragraph states that you don't need to create a cube or an analysis services project, yet when you get into the tutorial you create an analysis services project so I am a bit confused.

Data mining projects in SSAS also build a cube as a way of storing the data mining model, but I think the point was that you don't have to create these things first, the data mining wizard does a lot of it for you.

Great article, but I advise caution with people new to data mining. Important items to introduce are the concepts of training, testing and evaluation datasets as well as the danger of over-training your model. I don't believe it's vital to understand the mathematics behind data mining models, it's much more important to have solid business domain knowledge, but I do think that these things should not be treated as a black box.

Daniel Calbimonte SSCertifiable Points: 6063 More actions · Answer 7

does this example work just as well with the normal adventureworks database as it does with AdventureworksDW?

The tables are in the AdventureworksDW database, but they are simple Views.

At the last examples, shouldn't the probability to buy be 42%? The one you gave is the probability not to buy, right?

Correct

Nice introductory article, but I would have liked another case study instead of the plain old BikeBuyer one.

Hehehe, it is hard to have a good sample of data.

I came here to point out the same thing but I also have a question about it.

Q. Why does the order change?

A. The answer is that the result is ordered by probability (high to low)

According to the people characteristics, the probability to buy changes.

mahalingam_moorthy SSC Enthusiast Points: 146 More actions · Answer 8

Hi Friend,

Thanks for posting this article it's very useful for my self and you should keep on posting the BI related articles.

Thanks and regards,

Mahalingam M

savile-martinez Valued Member Points: 73 More actions · Answer 9

Hello, I would like to know when the next article is coming, if not, do you have another article as a follow-up for this one?

Thank you

Daniel Calbimonte SSCertifiable Points: 6063 More actions · Answer 10

Thanks for the replies, I will write about this topic and hopefully you will have a part 2 next month.

savile-martinez Valued Member Points: 73 More actions · Answer 11

savile-martinez

Valued Member

Points: 73

November 15, 2012 at 8:04 pm

#1559589

Thanks I will be looking forward to it

GPO SSCarpal Tunnel Points: 4574 More actions · Answer 12

A lot of people are scared off data mining and inferential statistics because of the complex and sometimes counter-intuitive maths. Here is a classic examaple that I'm still struggling to get my head around:

There are 3 sections here.
1. Create a Data Source
2. Create a Data View
3. Create a Data Mining Project
4. Predict information using the Mining Model

...One of the symptoms of an approaching nervous breakdown is the belief that ones work is terribly important.... Bertrand Russell