EDUCBA

EDUCBA

MENUMENU
  • Blog
  • Free Courses
  • All Courses
  • All in One Bundle
  • Login
Home Software Development Software Development Tutorials Top Differences Tutorial SAS vs RapidMiner

SAS vs RapidMiner

Priya Pedamkar
Article byPriya Pedamkar

Updated April 26, 2023

SAS vs RapidMiner

Difference Between SAS vs RapidMiner

SAS – It stands for Statistical Analysis System, which presents SAS business intelligence and analytics solution. Developed by SAS Institute. The frequently used tool in commercial analytics marketing. Even people with basic knowledge of SQL can learn it easily. RapidMiner – It’s an open-source data mining solution. It enables users to create, deliver predictive analysis because it has a pervasive set of machine learning (cleaning, transformation, pre-processing, filtering) algorithms and functions. They use a client-server model application with Software -as- Service. The process structure is described internally by XML and developed by the Graphical user interface. They have strong enabled Visualizations like 3-D graphs, scatter metrics, and self-organizing maps.

Start Your Free Software Development Course

Web development, programming languages, Software testing & others

What are SAS and RapidMiner?

Let us study much more about SAS vs Rapid Miner in detail:

Easy to use

  • Rapid Miner- It is a user-friendly visual workflow designer software, helps users with data preparation and modeling.
  • SAS – It can be learned easily without programming knowledge. They have simple coding statements.

Data Security

  • Rapid Miner- They have 4- layer security system. The user can log into the system or laptop through a single – sign- in. With Hadoop, it is solved by Kerberos authentication. They boost security and authentication for big data.
  • SAS- being closed source, the company’s data are safeguarded. Security prevents the data from manipulated. As it works in a closed environment, algorithms used in procedures are not made public.

Applications

Rapid miner- Some of the applications are:

  • Clinical Data
  • In Machine Learning for classification and clustering.

SAS – Some of the SAS applications are:

  • Factor Analysis (different statistical variables of an outcome, for Example: analyzing price, quality, feedback while buying a product).
  • Minimize programming effort & saves money and time.
  • Predictive analysis (for future work).
  • In medicine.

Features

  • Rapid miner – It uses XML to describe tree modeling, and it has a flexible file operator for data input and output file formats.
  • SAS – 1. Data retrieval and management.  2. Report writing and graphics.

Advantages

  • Rapid miner- No Coding Required. They have multiple deployment options based on user preference.
  • SAS – It is the market leader in analytic companies, has plenty of job opportunities in the fields. It can be easily debugged.

Disadvantage

  • Rapid miner – 1. Expensive licenses need to be purchased. 2. They need knowledge of data handling.
  • SAS – They doesn’t have fancy graphical possibilities.

Head to Head Comparison Between SAS and RapidMiner (Infographics)

Below is the top 6 difference between SAS and RapidMiner:

SAS vs RapidMiner Infographics

Key Differences Between SAS and RapidMiner

Both SAS vs RapidMiner are popular choices in the market; let us discuss some of the major Difference Between SAS and RapidMiner:

  • RAPID MINER is a powerful data mining tool for building predictive models. They perform hundreds of data preparation and machine learning algorithms to support data mining projects by simply using drag and drop off boxes representing modules called operators. RAPID MINER is a memory-based Systems. They analyze the data as long as it fits the RAM.
  • A key advantage of SAS is they are simple to learn. Adapted effectively by one with no programming knowledge. They have the potential to deal with huge data sets and data handling.
  • SAS works in many Platform. It has strong data access with good data visualizations ability. Even Rapid Miner is platform-independent and runs on different platforms. They have limited Graphical user Interface ability. An online data service has been improved in Rapid Miner.
  • Speaking about Customer support, Rapid miner has tiered support levels; documents and forums are publicly available and also has additional support with paid edition, whereas SAS has process improvements.
  • Coming to maintainability in RapidMiner, updates are optional but easily manageable.

Examples Between SAS and RapidMiner

The below example shows how SAS works:

DATA CLASS;

INPUT NAME $ 1-3 SEX $ 5 length $ 2 breadth $ 2

cards;

Divya                F         12        2

prabha           M         4         4

Suma             F          2         6

PROC MEANS;

VAR SEX, LENGTH, BREADTH;

PROC PLOT;

PLOT LENGTH * BREADTH;

ENDSAS;

;

  • The input statements – variables are named sex.
  • Proc means procedure means, calculates the means for every variable.
  • PLOT – plot the values for length and breath.

Rapid Miner works in:

  • Rapid miner studio (accelerating prototype & interface, we can access, load data)
  • Rapid Miner server (increases productivity of data science).

SAS vs RapidMiner Comparison Table

Below is the topmost comparison between SAS and RapidMiner:

The Basis of Comparison between SAS vs RapidMiner

RapidMiner

SAS

Working Platform Rapid Miner is an open-source platform (Cross Platform- can be installed in different OS). SAS isn’t open-source. Therefore, the algorithms defined in the SAS system are not made open. It’s a licensed product. Numerous packages are paid here.
Ranking Ranking 4th in data science Ranking 5th in Data Science
Language used and its Type Raid miner uses Java Programming Language. They have easily understandable graphs and charts. SAS is a procedural language with no of lines of codes.
 

Ease of Use

Easy to use. Doesn’t require technical users. It includes a lot of data mining libraries and algorithms to work with. Easily accessible web-based development. They have good performance and scalability.
Processing Steps It works with the cloud domain.

STEPS:

  • Setting data source
  • Decide parameters
  • Execute (graph views)
SAS process consists of three steps:

  • Data step (new variables are defined)
  • Procedure Step (using ‘PROC name’)
  • Data handling
COST Quite expensive, and it consumes a lot of RAM which freezes the computer, doesn’t work well with big data. The cost of SAS is slightly restrictive. Since it’s a closed source individual, I find it difficult in accessing applications without a license.

Conclusion

SAS is a good Model development using base SAS which is completely code-driven. The scalability issue associated with it is due to the slow down of RAM. Statistical analyses in SAS is done by direct Programming and use of SAS Analyst. They are leading in the market as advanced predictive analysis share. Rapid Miner is the only tool that is Language independent. Their functionality is extended with additional plug-ins. The results are displayed in multiple formats (as table / Statistical). It lacks market standard levels.

Recommended Articles

This has been a guide to the top difference between SAS vs RapidMiner. We also discuss the RapidMiner vs SAS head to head differences, key differences, infographics, and a comparison table. You may also have a look at the following articles to learn more –

  1. SPSS vs SAS Differences
  2. SVG vs Canvas
  3. Java EE vs Spring Comparison
  4. SASS vs SCSS
  5. SASS and CSS
EVIEWS Course Bundle - 11 Courses in 1
22+ Hours of HD Videos
11 Courses
Verifiable Certificate of Completion
Lifetime Access
4.5
MYSQL Course Bundle - 18 Courses in 1 | 3 Mock Tests
93+ Hour of HD Videos
18 Courses
3 Mock Tests & Quizzes
Verifiable Certificate of Completion
Lifetime Access
4.5
CLOUD COMPUTING Course Bundle - 23 Courses in 1
96+ Hours of HD Videos
23 Courses
Verifiable Certificate of Completion
Lifetime Access
4.5
SPLUNK Course Bundle - 12 Courses in 1
55+ Hours of HD Videos
12 Courses
Verifiable Certificate of Completion
Lifetime Access
4.5
Primary Sidebar
Popular Course in this category
SAS PROGRAMMING Course Bundle - 18 Courses in 1 | 8 Mock Tests
 123+ Hours of HD Videos
18 Courses
8 Mock Tests & Quizzes
  Verifiable Certificate of Completion
  Lifetime Access
4.5
Price

View Course
Footer
About Us
  • Blog
  • Who is EDUCBA?
  • Sign Up
  • Live Classes
  • Certificate from Top Institutions
  • Contact Us
  • Verifiable Certificate
  • Reviews
  • Terms and Conditions
  • Privacy Policy
  •  
Apps
  • iPhone & iPad
  • Android
Resources
  • Free Courses
  • Java Tutorials
  • Python Tutorials
  • All Tutorials
Certification Courses
  • All Courses
  • Software Development Course - All in One Bundle
  • Become a Python Developer
  • Java Course
  • Become a Selenium Automation Tester
  • Become an IoT Developer
  • ASP.NET Course
  • VB.NET Course
  • PHP Course

ISO 10004:2018 & ISO 9001:2015 Certified

© 2023 - EDUCBA. ALL RIGHTS RESERVED. THE CERTIFICATION NAMES ARE THE TRADEMARKS OF THEIR RESPECTIVE OWNERS.

Let’s Get Started

By signing up, you agree to our Terms of Use and Privacy Policy.

EDUCBA

*Please provide your correct email id. Login details for this Free course will be emailed to you

EDUCBA
Free Software Development Course

Web development, programming languages, Software testing & others

By continuing above step, you agree to our Terms of Use and Privacy Policy.
*Please provide your correct email id. Login details for this Free course will be emailed to you

EDUCBA

*Please provide your correct email id. Login details for this Free course will be emailed to you
EDUCBA

*Please provide your correct email id. Login details for this Free course will be emailed to you
EDUCBA Login

Forgot Password?

By signing up, you agree to our Terms of Use and Privacy Policy.

This website or its third-party tools use cookies, which are necessary to its functioning and required to achieve the purposes illustrated in the cookie policy. By closing this banner, scrolling this page, clicking a link or continuing to browse otherwise, you agree to our Privacy Policy

Loading . . .
Quiz
Question:

Answer:

Quiz Result
Total QuestionsCorrect AnswersWrong AnswersPercentage

Explore 1000+ varieties of Mock tests View more