SAS Enterprise Miner OverviewUNIXBusinessApplication

SAS Enterprise Miner is the #7 ranked solution in top Data Mining tools and #13 ranked solution in top Data Science Platforms. PeerSpot users give SAS Enterprise Miner an average rating of 8.0 out of 10. SAS Enterprise Miner is most commonly compared to SAS Visual Analytics: SAS Enterprise Miner vs SAS Visual Analytics. SAS Enterprise Miner is popular among the large enterprise segment, accounting for 68% of users researching this solution on PeerSpot. The top industry researching this solution are professionals from a financial services firm, accounting for 18% of all views.
Buyer's Guide

Download the Data Mining Buyer's Guide including reviews and more. Updated: November 2022

What is SAS Enterprise Miner?
SAS Enterprise Miner is a solution to create accurate predictive and descriptive models on large volumes of data across different sources in the organization. SAS Enterprise Miner offers many features and functionalities for the business analysts to model their data. Some of the business applications are for detecting fraud, minimizing risk, resource demands, reducing asset downtime, campaigns and reduce customer attrition.

SAS Enterprise Miner was previously known as Enterprise Miner.

SAS Enterprise Miner Customers
Generali Hellas, Gitanjali Group, Gloucestershire Constabulary, GS Home Shopping, HealthPartners, IAG New Zealand, iJET, Invacare
SAS Enterprise Miner Video

Archived SAS Enterprise Miner Reviews (more than two years old)

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Senior Systems Engineer at a financial services firm with 10,001+ employees
Real User
Good technical support but too complex and not open-source
Pros and Cons
  • "The technical support is very good."
  • "The solution is much more complex than other options."

What is our primary use case?

We primarily just use the analytical tool section of the solution.

What is most valuable?

The stability is okay.

The technical support is very good.

What needs improvement?

We really don't like the protocols the solution offers. 

The solution is much more complex than other options.

For how long have I used the solution?

We've been using the solution for three or four years, however, it may have been a bit longer.

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November 2022
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What do I think about the stability of the solution?

I don't recall having issues with stability. I can't recall if there are bugs or glitches.

What do I think about the scalability of the solution?

I don't really know to much about the scalability of the solution. It's not something I generally dealt with.

How are customer service and support?

I've contacted technical support in the past. I'd say they offer enough of a level of service to us. We're pretty satisfied with their level of service. SAS internal support is very qualified and if we have any issues, we contact them and trust that they can help. 

Which solution did I use previously and why did I switch?

We are thinking to replace SAS with something like Anaconda. Actually, we are using Anaconda with Jupyter NET, however, we need to collect more details about Anaconda and other open-source analytic tools that could replace SAS.

How was the initial setup?

I don't have too much information on the initial setup, however, it's my understanding that it's quite complex.

What's my experience with pricing, setup cost, and licensing?

We'd prefer it if the solution was open source. That would make it less expensive.

What other advice do I have?

We're using Enterprise Guide simultaneously with Enterprise Miner.

From my perspective, I believe that open-source analytics tools are closer to fitting our needs. We prefer open-source options like Anaconda. They offer good support and features. Anaconda also integrates well with Jupyter NET, which is important for us.

Overall, on a scale from one to ten, I'd rate the solution at a five. If there were better protocols and wasn't as complex as it is, I'd rate it a bit higher.

Which deployment model are you using for this solution?

On-premises
Disclosure: My company has a business relationship with this vendor other than being a customer: Partner
PeerSpot user
Professor at a university with 1,001-5,000 employees
Real User
Good GUI, an easy initial setup, and very flexible
Pros and Cons
  • "The solution is able to handle quite large amounts of data beautifully."
  • "While I don't personally need tutorials, I can't say that it wouldn't be helpful for others to have some to help them navigate and operate the system."

What is our primary use case?

I'm working on a research project and we're trying to create clusters of homogeneous residents with respect to their ability or their risk of generating pressure ulcers.

What is most valuable?

The solution is able to handle quite large amounts of data beautifully.

The modeling and the cluster analysis and the market-based analysis are the solution's most valuable aspects.

I like the flexibility in that I can put SAS code into Enterprise Miner nodes. I'm able to do everything I need to do, even if it's not part of Enterprise Miner. I can implement it using SAS code.

The GUI is good.

The initial setup is fairly easy to accomplish.

What needs improvement?

I don't know if there are any features this solution needs.

While I don't personally need tutorials, I can't say that it wouldn't be helpful for others to have some to help them navigate and operate the system.

For how long have I used the solution?

I've been using the solution for many years. I don't know the exact number, however, I can safely say it's been more than five.

What do I think about the stability of the solution?

The stability of the solution is excellent. I've never witnessed any glitches or bugs. It doesn't crash or freeze. I've found it to be reliable.

What do I think about the scalability of the solution?

I've never seen any limitations on the solution when it comes to scalability. However, I don't know what's possible. I don't know to what extent people might want to apply it, and whether it's going to be scalable or not. It suits my needs perfectly.

Dozens of people use the solution within my organization.

How are customer service and technical support?

Although I have had issues on the solution in the past, I have never called technical support to assist me. I've always been able to handle them myself. Therefore, I can't speak to the quality of service.

Which solution did I use previously and why did I switch?

I previously worked with SAS as a STAT package.

How was the initial setup?

The initial setup is not complex. I find it to be quite straightforward.

I use it for research purposes and we use it to analyze research data. So it's not an ongoing deployment.

I work at a university, so the solution is maintained by the school. There is a tech services department that takes care of any maintenance required on the solution.

What about the implementation team?

I handled the implementation myself. I didn't need an integrator or consultant to assist me in the process.

What's my experience with pricing, setup cost, and licensing?

I don't deal with the pricing of the solution. I don't know what it costs the university.

What other advice do I have?

I use the latest version of the solution.

For me, SAS Enterprise Miner is not a standalone product. It's an effective tool, however, for data mining, especially for large amounts of data.

I'd rate the solution nine out of ten.

Which deployment model are you using for this solution?

Public Cloud
Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
Buyer's Guide
Data Mining
November 2022
Find out what your peers are saying about SAS, IBM, Knime and others in Data Mining. Updated: November 2022.
655,711 professionals have used our research since 2012.
Executive Head of Collections at a retailer with 5,001-10,000 employees
Real User
Excellent integration; data management and analytics are key features.
Pros and Cons
  • "Good data management and analytics."
  • "Technical support could be improved."

What is our primary use case?

I'm a user of this solution and our use case is mostly for data management and analytics. The solution is on a server with access through to client applications. We have about 20 people who are direct users of this product. I'm the head of data engineering and we're customers of SAS Miner.

What is most valuable?

The most valuable feature of the solution is the data management and analytics. They also have very good integration. 

What needs improvement?

The main issue with the solution is the high cost, it's very expensive. You really need to be a corporate company to buy the software. Individuals or small business wouldn't be able to afford it. Technical support could also be improved. 

For how long have I used the solution?

I've been using this solution for many years. 

What do I think about the stability of the solution?

The stability is good, I haven't experienced any glitches. 

What do I think about the scalability of the solution?

I haven't experienced any issues with scalability. 

How are customer service and technical support?

Technical support is average, they're not the best but they're okay. The response times can be slow. They're not always immediately available when you need them. 

How was the initial setup?

The initial setup was fairly straightforward, but there's definitely complexities involved there. To get the software depot you need to first download it, which is a quite a big thing. You then need to go through the same process to update so you either need some help to get it done or just need to go and do it yourself. Deployment took a few days and we used the SAS guys to assist.

What other advice do I have?

I would recommend this product but there are open source products like Python that can do the same thing for free. Solutions like Jupiter Notebooks and Anaconda are also available. 

I would rate this product an eight out of 10.  

Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
HarisSulehria - PeerSpot reviewer
Business Intelligence Developer at a media company with 1,001-5,000 employees
Real User
Compare performance of multiple models built using different algorithms
Pros and Cons
  • "The most valuable feature is that you can use multiple algorithms for creating models and then you can compare the results between them."
  • "The visualization of the models is not very attractive, so the graphics should be improved."

What is our primary use case?

The primary use was for predictive analytics and to create a forecasting model. I was also using it for reporting.

What is most valuable?

The most valuable feature is that you can use multiple algorithms for creating models and then you can compare the results between them.

What needs improvement?

The visualization of the models is not very attractive, so the graphics should be improved.

I would like to see the user interface improved a bit.

For how long have I used the solution?

I have only been using SAS Enterprise Miner for a short time.

What do I think about the stability of the solution?

We have not had any major issues with stability.

How are customer service and technical support?

I have not contacted technical support.

Which solution did I use previously and why did I switch?

I have used different solutions for Visual Analytics, but they have been for personal use.

How was the initial setup?

I would say that the initial setup was a bit complex and hard to understand in the beginning. Overall, it was not very easy and not very difficult.

What's my experience with pricing, setup cost, and licensing?

The license is really expensive. This solution is for large corporations because not everybody can afford it. It is a little bit tricky because you have to buy a license for each and every component that you use. For example, we wanted to add a plugin and we needed to buy it, which makes this an expensive tool.

What other advice do I have?

We did not deploy this solution for our customer. Rather, we used Enterprise Miner to create a solution that was operationalized for production.

I would rate this solution an eight out of ten.

Which deployment model are you using for this solution?

On-premises
Disclosure: My company has a business relationship with this vendor other than being a customer: Partner
PeerSpot user
it_user1272276 - PeerSpot reviewer
Data Analyst at a financial services firm with 201-500 employees
Real User
Decision tree creation helps with modeling and analysis, and it has a nice user interface
Pros and Cons
  • "The most valuable feature is the decision tree creation."
  • "The ease of use can be improved. When you are new it seems a bit complex."

What is our primary use case?

At this time the primary use case of this solution for ad hoc analysis.

What is most valuable?

The most valuable feature is the decision tree creation.

I like the interface, I think that it's ok. It's useful and helps you complete the things that you need to with the modeling and the analysis.

What needs improvement?

The ease of use can be improved. When you are new it seems a bit complex.

The initial setup could be simplified. When you want to do something or you want to use a tool, it can be difficult to find where to go and to know what to click.

In the next release, I would like it to be more compatible with other products, and to have better visualization.

For how long have I used the solution?

I have been using this solution for about a year and a half.

We are using the latest version.

What do I think about the stability of the solution?

This solution is stable.

What do I think about the scalability of the solution?

The scalability is good enough.

How are customer service and technical support?

I have not contacted technical support.

How was the initial setup?

The initial setup is more complex than it is straightforward.

What other advice do I have?

If they are sure of what they want to do with the product then it is more than enough. The important part is that you have to know what you want it to be used for.

Overall it is a good solution.

I would rate this solution an eight out of ten.

Which deployment model are you using for this solution?

On-premises
Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
Shilpa Prakash - PeerSpot reviewer
Analytics Lead at Pegasus
Real User
Good stability, very good data analysis tool pack and excellent documentation
Pros and Cons
  • "Most of the features, especially on the data analysis tool pack, are really good. The way they do clustering and output is great. You can do fairly elaborate outputs. The results, the ensembles, all of these, are fantastic."
  • "Virtualization could be much better."

What is our primary use case?

The solution can be used in any domain, including banking, insurance, health care, partitions, classifications, etc. It's basically a complete solution, that helps with data client consolidation.

How has it helped my organization?

It's a VSL service provider, so improvement to an organization depends on how the client designs the implementation for the plan. Clients would be better reviewers of how the solution has improved their organizations.

What is most valuable?

Most of the features, especially on the data analysis tool pack, are really good. The way they do clustering and output is great. You can do fairly elaborate outputs. The results, the ensembles, all of these, are fantastic.

What needs improvement?

The solution should be faster.

Virtualization could be much better.

The solution could add some freeware. The text analytics, for example, aren't there in the VSL version. It requires a separate license. It should be included in the main solution's license as it's a basic requirement. It's shouldn't cost extra.

For how long have I used the solution?

I've been working with the solution for four years.

What do I think about the stability of the solution?

The stability of the solution is good. We've never found any issues. It's compatible through any open-source solution. It's also very flexible for us to use in any of the parameters, unlike a few other professional products that we have used. With RedHat, for example, there is not the flexibility of changing the parameters and we are forced to use one or two version features.

What do I think about the scalability of the solution?

I haven't tried to scale because we don't have an extensive user base, so I can't speak to scalability.

How are customer service and technical support?

We haven't been in touch with technical support, but the documentation is quite elaborate, so I don't believe we'll need to reach out to them that much.

Which solution did I use previously and why did I switch?

We previously used IBM products. This solution is more flexible and robust.

How was the initial setup?

The initial setup was complex, but the support for the solution is good, so it was an okay implementation.

Deployment times vary. If there's a device, the SAS administrator can set it up pretty fast. Otherwise, for a first time user, it takes a while. Having administrator services helps a lot.

What's my experience with pricing, setup cost, and licensing?

The solution is quite expensive. The pricing is too high.

What other advice do I have?

I'm a SAS Enterprise Miner certified professional. I'm both a consultant and a user of the solution.

Our company is using the on-premises deployment model, although we mostly use in-house products. I use the desktop version for our clients. We might use the Cloud, depending on what the client is comfortable with. Most of our clients are enterprises.

I'd advise others considering implementing the solution to look at the costs and licensing to see if it is within your organization's budget.

I'd rate the solution eight out of ten.

Disclosure: My company has a business relationship with this vendor other than being a customer: Partner
PeerSpot user
Director at EBI
Real User
Scalable, with good functional, but the languarge integration is not good
Pros and Cons
  • "he solution is scalable."
  • "The solution needs an easier interface for the user. The user experience isn't so easy for our clients."

What is our primary use case?

We primarily use the solution for data mining and machine learning.

How has it helped my organization?

It helps the organization to build the DS part easily.

What is most valuable?

The data processing of the solution is very good, easy to use, both for enterprise and personal use.

What needs improvement?

The solution needs a language integration like Python for the user with more efficiency programming; SAS is kind of a powerful tool in past years that focus in SAS environment. but Python is more open and popular, which will be more acceptable in today's data science area.

For how long have I used the solution?

I've been using the solution for about ten years.

What do I think about the stability of the solution?

The stability isn't perfect. We have issues with accuracy. In some AI forecasting areas, and the accuracy is not as good as the clients need it to be.

What do I think about the scalability of the solution?

The solution is scalable.

How are customer service and technical support?

The technical support for the solution is okay.

How was the initial setup?

The initial setup is not so easy. Not many clients know much about the AI, so it's difficult to educate our clients on AI tech in order to make them feel comfortable using the product once it's implemented. Deployment takes about three to six months.

What other advice do I have?

We use the cloud deployment model.

Our clients want to use more popular and more open-source tools, so SAS isn't so popular in our region.

I'd rate the solution seven out of ten. I'd rate the solution higher if it was easier to use. Right now, it requires too much effort to explain the tool to clients.

Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
Head of Model Development at a financial services firm with 1,001-5,000 employees
Real User
Good for modeling and data mining but needs to show development history
Pros and Cons
  • "The solution is very good for data mining or any mining issues."
  • "The solution is very stable, but we do have some problems with discrepancies involving SAS not matching with the latest Java versions. It's not stable in cases where SAS tries to run on a different version because SAS doesn't connect with the latest Java update. Once a month we need to restart systems from scratch."

What is our primary use case?

We primarily use the solution for modeling and a lot of business processes with lots of data.

What is most valuable?

The solution is very good for data mining or any mining issues.

What needs improvement?

We are using a very old version of SAS Miner, so I'm not sure if my opinions would be relevant for many people as they may be out-of-date.

From my point of view, a useful feature that we need from this tool is a history of development. When a user develops a model, each step of development requires new steps, and we want to be able to audit all these steps due to our regulatory requirements in model development. In SAS, we just copy via a screenshot from the system and put it in some document that covers the relevant stage. I know other systems have a feature to audit all steps to show what the user has done through the entire process of developing a model. It would be a time saver for us.

The preparation of both the mining and modeling process could be improved. The solution requires data and will reflect data, but the preparation of the data is not useful for end-users. We ended up having to do the preparation in another tool.

For how long have I used the solution?

I've been using the solution for ten years.

What do I think about the stability of the solution?

The solution is very stable, but we do have some problems with discrepancies involving SAS not matching with the latest Java versions. It's not stable in cases where SAS tries to run on a different version because SAS doesn't connect with the latest Java update. Once a month we need to restart systems from scratch.

How are customer service and technical support?

I've never contacted SAS technical support as I'm not part of the technical department team. There's another department in our company that handles this.

How was the initial setup?

The initial setup is pretty straightforward. You just have to install it on the server and the users can connect to the server to access it.

What about the implementation team?

We handled the implementation ourselves.

What other advice do I have?

We were using the on-premises deployment model, however recently we switched solutions and now we are using FICO instead of SAS.

I'd recommend an open-source product over SAS, as I believe them to be the future.

I'd rate the solution seven out of ten.

Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
Founder and CEO with 11-50 employees
Real User
Scalable and stable, but needs a better user interface
Pros and Cons
  • "The setup is straightforward. Deployment doesn't take more than 30 minutes."
  • "The user interface of the solution needs improvement. It needs to be more visual."

What is our primary use case?

I primarily use the solution for text mining.

What is most valuable?

Normally I use the SAS 6 Miner, it's a component of SAS Enterprise Miner. It's very useful.

What needs improvement?

The user interface of the solution needs improvement. It needs to be more visual.

For how long have I used the solution?

I've been using the solution for three years.

What do I think about the stability of the solution?

The stability of the solution, especially 14.3, is very good.

What do I think about the scalability of the solution?

The solution is scalable.

How are customer service and technical support?

Technical support has been good. At the start of using the product, I had issues. I called them and they were very helpful. I'd rate them five out of five.

How was the initial setup?

The setup is straightforward. Deployment doesn't take more than 30 minutes.

What's my experience with pricing, setup cost, and licensing?

For me, the pricing is $3000 monthly for the license. There aren't any additional costs.

What other advice do I have?

Currently, I am using the desktop version of the solution, but I do plan to move to the cloud.

In terms of advice, I'd tell other organizations to be specific about their use case as there are many components that can be used.

I'd rate the solution seven out of ten.

Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
V Shekhar Avasthy - PeerSpot reviewer
Chief Data Scientist & Principal Consultant, StatLabs® at Facts n Data™ at a consultancy
Consultant
Enables Statistical Modeling Of Data Using Base SAS Although Limited GUI is a drawback

What is most valuable?

It enables statistical modeling of data using Base SAS (another product from the same vendor) as the backbone. One can create visual models to see the steps involved in modelling of data.

How has it helped my organization?

Using Base SAS, one can do statistical analysis of data. However, Base SAS is completely code driven (doesn't have any GUI). This is a big limitation as statisticians, often, are not so good at programming. SAS Enterprise Miner extends GUI capability and visual appeal to Base SAS, to a good extent.

What needs improvement?

The product is still not as intuitive as one would like it to be. For example, a competing product, IBM SPSS Modeler is nearly completely GUI driven, while SAS Enterprise Miner lacks some features. Plus it is prohibitively expensive and is not available with perpetual licensing.

For how long have I used the solution?

Over seven years.

What do I think about the stability of the solution?

Not many.

What do I think about the scalability of the solution?

It gets painfully slow with raw data in excess of 50GB and one has to go for multi-socket server based licensing that gets prohibitively expensive.

How are customer service and technical support?

Email based support has a turnaround time of about 24 hours which is not good.

Which solution did I use previously and why did I switch?

We use multiple solutions simultaneously.

How was the initial setup?

Initial setup was OK. Not too complex, not too simple.

What's my experience with pricing, setup cost, and licensing?

It has an annual licensing policy with an annual renewal of almost 35%. The initial cost (and therefore renewals) are extremely expensive. One can possibly invest that much in hardware and possibly go in for products like R that are very cheap in terms of total cost of ownership.

For clarity, R is an open source tool but with the limitation that it's an in-memory tool. When dealing with large datasets, RAM becomes an issue. R is much more flexible. So, rather that investing in a SAS license, we prefer to invest in high RAM hardware (256/512GB RAM) and use R.

Another issue with R is that native version is a single core product. Even if you have a multi-core CPU, it uses a single core. However, Microsoft R, a free version from Microsoft, does away with that limitation. There is also a multi-core (paid) version of R available through Microsoft which does away with in-memory limitation and works out to be much cheaper than SAS Enterprise Miner.

Which other solutions did I evaluate?

IBM SPSS Modeler, RapidMiner, R.

What other advice do I have?

Be sure of your needs. In most scenarios, the pricing of SAS Enterprise Miner is not justified by the value it adds.

Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
it_user78834 - PeerSpot reviewer
Director of Information Manager Unit at BCI with 501-1,000 employees
Vendor
It helps us obtain better campaign results, though the graphic capabilities could be improved.

Valuable Features:

  • Quantity models for data mining
  • Performance is excellent

Improvements to My Organization:

  • Helps one of the banks where I've worked (CGD at Portugal) to have more knowledge of their clients
  • Helps us obtain better campaign results (credit cards, etc).

Room for Improvement:

  • Price of the product
  • Graphing functionalities
Disclosure: I am a real user, and this review is based on my own experience and opinions.
PeerSpot user
Buyer's Guide
Download our free Data Mining Report and find out what your peers are saying about SAS, IBM, Knime, and more!
Updated: November 2022
Buyer's Guide
Download our free Data Mining Report and find out what your peers are saying about SAS, IBM, Knime, and more!