Data mining software is designed to help businesses in gathering patterns of data for future progress. It allows them to determine the current interests of their customers through 3-stage processes: mining, conversion, and interpretation.
If your company is brainstorming on customers’ satisfaction, then this tool can help you without increasing costs. And so, here are the best programs you could choose from:
10. IBM SPSS Modeler
The software uses a virtual programming user interface. Non-technical users can easily adapt with its visual interface too. SPSS Modeler is only available for commercial license and you can request for a quote through its official website. Its data mining methods include social networking analysis and data visualization.
9. RATTLE (R Analytical Tool To Learn Easily)
This program creates both visual and statistical summaries of gathered data. You can easily design and remodel forms by converting the data into graphical models. It features an interface similar to that of Microsoft Office. It’s compatible with multiple operating systems and you can download it online for free.
SPSS Statistics is a combination of multiple analytical applications for data mining. You can use it for efficient planning before gathering data. It’s also perfect for creating reports and deployment of scores. It’s available for purchase online through its official website.
7. SCaVis
SCaVis is the new face of jHepWork with full compatibility with its predecessor. The name stands for Scientific Computation and Visualization. It’s a data collecting environment designed for engineers, students, and scientists. Fortunately, this dynamic scripting application is also perfect for corporations and it can run on any programming platforms.
SAS Enterprise Miner features an easy-to-use user interface with powerful batch processing function. It’s perfect for companies that explore, gather, analyze, and summarize data for development. It has advanced modeling with high-performance nodes and procedures. It automatically evaluates the scores with adjustable processing.
This data mining software runs on the paradigms of Apache Hadoop where most of its function (e.g. classification, clustering, filtering) are also based. Its core libraries were greatly optimized for efficient performance even when working with non-distributed algorithms. You can re-optimize and remodel its libraries to suit your company’s needs. Its distribution is under the license of Apache platform.
4. Orange
This software is an open-source tool designed with analytical and visual interface for novice users. It contains lots of virtualizations for easier interpretation such as charts, graphs, and heat maps. It uses widgets that you can link with one another to build your personal data mining framework. Because it is an open-source tool, you can create your own widget and add-on with help from its online community.
3. KNIME
KNIME is another information mining tool with easy-to-use graphical interface. There are about a thousand of modules available for download at no costs. Aside from basic features, it also includes SOA integration, remote access, authentication, and shared repositories. It’s free to download and there are lots of guides from its open-source community.
2. Weka 3
Weka is a data miner written in Java platform, allowing you to synch it with an existing dataset or access it with your personal Java codes. It features functions for information mining tasks like classification, data pre-processing, regression, and clustering. You can use it too for learning scheme development. It’s a free-to-download program under the GNU license.
1. RapidMiner 6
RapidMiner has now easy-to-follow wizard setups for different corporate operations like direct marketing, predictive maintenance, churn reduction, and sentiment analysis. It features tons of processes for modeling, visualization and integration. There’s no need for programming skills since it was designed with the friendliest user interface for data mining. Registration is required before you can download the program.
Don’t forget to compare one software with another. You must look for privacy security too because you no longer control the tool once it begins collecting data. It’s better to slash few bucks from your company’s budget if it means predictable return of investments while keeping your customers’ privacy.
Your Turn
Are you having a hard time choosing the best data mining software? Tell us what you are looking for in the comments section below. You can post your suggestions or additional data mining software below too.
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