This extension provides various data search and integration methods for enriching (extending) a data table, using a heterogenous tabular corpus. These include Correspondence Search (Search-Join for single attribute) including human-in-the-loop refinements, Unconstrained and Correlation Search. Some operators of this extension require a Data Search server developed by University of Mannheim, which maintains the public enpoints.
What's new in RapidMiner Studio 9.4.1 New Automated Model Ops. Follow the fully automated data science path: prepare your data using Turbo Prep, create prediction models via Auto Model and finally put them into production with Model Ops. Deploy the most promising models with one click and score new data via flexible web services or in the UI. RapidMiner Studio - GUI Intro 5:50. Find your way around RapidMiner Studio's graphical user interface. The video will help you to familiarize yourself quickly with all elements of the design and the Results view. Of course it will also explain what you need them for and how you can adjust them to fit your personal needs when.
This extension provides automated and semi-automated methods for data augmentation, which includes data search, attribute discovery and integration of new attributes to a data set.
The extension provides i) Single-attribute data augmentation, also called as Constrained augmentation or governed data discovery. This discovers a specific attribute as dictated by the user from a given corpus and ii) Multi-attribute data augmentation, also called as Unconstrained augmentation. This discovers relevant attribute from the corpus and augments these to the given data set.
Currently, the extension provides the following operators:
- Legacy: Some of the operators are now considerd as legacy and are replaced by other operators to make the extension more independent of any Backend search server. These include:
- Data Search
- Fuse
- Correlation-Based Search
- Unconstrained Search
- Single Attribute Augmentation: This group includes operators that work together in a single operator chain.
- Create Correspondences
- Translate
- Advanced Fuse
- Multi Attribute Augmentation
- Enrich Table by Data Fusion
- Repository Management: This group contains operators for creating repositories and uploading data in them. Currently, you may setup an instance of data search server (developed by University of Mannheinm) on your premise.
- Create Repository
- Data Table Upload
- Data Tables Upload
- Data Table Search: This group provides access to search engines.
- Google Table Search
Version 2.1.0 (26-04-2019)
- Two bugfixes in Enrich Table by Data Fusion operator.
- A parameter added in Enrich Table by Data Fusion to balance coverage with precision.
- A new dataset, a tutorial process and application template added for fully automated augmentation.
Version 2.0.0 (16-11-2018)
- New operator Create Correspondences. This operator implements Constrained Data Augmentation algorithm without depending on Mannheim data search server.
- Rearranged operators into new operator groups (Legacy, Single Attribute Augmentation and Multi Attribute Augmentation).
Version 1.0.1 (30-07-2018)
- New operator Enrich Table by Data Fusion. This operator implements Unconstrained Data Augmentation algorithm without depending on Mannheim data search server.
- New operator Unconstrained Search. This operator depends on Mannheim data search server.
- New operator Correlation-Based Search. This operator depends on Mannheim data search server.
Version 0.2.0 (30-01-2018)
- New component Connection Manager added to easily maintain connections with multiple instances or endpoints of data search server.
- Repository Management operator group added with following new operators to create repository and upload data:
- Create Repository
- Data Table Upload
- Data Tables Upload
Version 0.1.3 (19-10-2017)
- New operator Google Table Search
Welcome to RapidMiner Studio, the easy-to-use visual environment for predictive analytics. With these simple instructions, in five minutes you will be building models and making predictions. No programming required.
You may want to verify that your system meets the system requirements before beginning the installation.
Downloading RapidMiner Studio
Follow these instructions to download RapidMiner Studio:
- To download the application, go to the RapidMiner website.
- Click the Download button in the upper right corner.
- Log in if you haven't already. See below if you need to create an account. If you just want to download RapidMiner Studio without logging in, click on Downloads.
- Click on your preferred operating system to begin the download. Your current operating system will be highlighted.
While you do not need to create an account to download software, complete the registration and click Sign up to experience the benefits of the RapidMiner community. Note that the password must be a minimum of six characters.
Immediately, the system sends an activation email to the address that you registered. (Allow email from RapidMiner if you do not see an email titled “Verify Your Email” in your inbox.)
Click confirm your email address to activate your account. You receive a message that account creation was successful (and the system logs you in):
If you have already downloaded RapidMiner Studio, click the . Otherwise, click the link to download.
Installing RapidMiner Studio
When the download completes, install the software following the instructions appropriate to your platform. If you are upgrading RapidMiner Studio, make sure to quit the application before trying to install a new version.
Running the installation
Follow these simple instructions to run the launcher that installs RapidMiner Studio on Windows.
- Png animator 1 3 download free. Double-click the downloaded file (for example,
rapidminer-studio-<version>-win64-install.exe
). - If prompted, allow the program to make changes to your computer. The RapidMiner Studio Setup Wizard appears. Click Next to continue.
- Read the terms of the license agreement and click I Agree to continue.
- Select a destination folder (or leave the default). Please ensure that the folder path does not contain
+
or%
characters. By clicking Install, the wizard extracts and installs RapidMiner Studio. When the installation completes, click Next and then Finish to close the wizard and start RapidMiner Studio. - Read the terms of the license agreement and click I Accept to continue.
Running the installation
To successfully install RapidMiner Studio on a Macintosh system, ensure that you are running Mac OS 10.10 or later. Then, follow these simple instructions:
- Double-click the downloaded file (
rapidminer-studio-osx-<version>.dmg
). - Drag RapidMiner Studio.app to your Applications folder. If prompted to replace an older edition, select Replace.
- Starting the app depends on the OS X version:
- (OS X 10.10 - 10.14): Double-click the App.
- (OS X 10.15): Unfortunately you will right now see the image below when double-clicking. Instead, you need to right-click the app and select Open. Note that depending on your precise OS X version, you may even have to repeat the right-click step to get the Open action to work correctly!This happens due to the fact that we distribute Java 8 with RapidMiner Studio, which cannot be notarized at this point in time.
- Read the terms of the license agreement and click I Accept to continue. RapidMiner Studio opens.
Linux prerequisites
The RapidMiner Studio installation package for Linux does not include a Java Runtime Environment. Before installing RapidMiner Studio, use the package manager of your distribution to install a version 8 JRE (unless it is already present with your operating system) and verify that the
JAVA_HOME
variable points to it or java
(contained in the bin
folder of your Java installation) is on the PATH
.Rapidminer Studio 9 4 128
Running the installation
Follow these simple instructions to install RapidMiner Studio on a Linux system:
- Double-click the downloaded zip file (for example,
rapidminer-studio-<version>.zip
). The extracted folder contains script files for different operating systems. Please ensure that the folder path does not contain+
or%
characters. - Open a terminal window and run
./RapidMiner-Studio.sh
from the directory containing the download. - Read the terms of the license agreement and click I Accept to continue. RapidMiner Studio opens.
Getting started with RapidMiner Studio
Once you launch RapidMiner Studio, a Welcome screen appears, prompting with two options:
Option | Description |
---|---|
Create my Account | Creates an account with the given user information. |
I already have an account or license key | If you previously registered, enter your rapidminer.com credentials to login so that you can download or install your license(s). |
Once logged in, if you have purchased a license, the system installs it based on your credentials.
Create RapidMiner account
Creating an account requires that RapidMiner Studio can access the Internet. If you do not have an Internet connection for the application (for example, if prevented by a firewall), create an account through your browser and enter your license key manually.
- Complete the steps to create an account by entering your email address and password. Note that the password must be a minimum of six characters.
- Immediately, the system sends an activation email to the address that you registered. (Allow email from RapidMiner if you do not see an email titled 'Verify Your Email' in your inbox.) Periodic checks verify whether your email has been validated.
- Once you validate, you'll receive a success message in your browser:
- Return to the RapidMiner Studio application. Complete the installation by clicking I'm ready.
- If this is your first time installing RapidMiner Studio, we recommend that you start with displayed Tutorial to learn just how easy code-free can be. Happy mining!
RapidMiner Studio login
If you have already created a RapidMiner account, clicking I already have an account or license key on the Welcome screen brings up the login screen:
Enter your email address and password to login with your RapidMiner.com account and then click Login and Install.
Note: Once installed, you can also add or update licenses using the Settings > Manage Licenses menu within the RapidMiner Studio application.
If you cannot access your RapidMiner.com account (for example, if RapidMiner is blocked by a firewall), your license cannot be automatically loaded.
If this is the case, you can enter your license manually by clicking on the Enter a license key link.
To enter a license key manually, you must first copy the key to your clipboard. The key is available from the Licenses page of your account portal.
- Click the Licenses option from your account portal. When the page opens, make sure the Studio tab is selected. Your license information, including license type and expiration, displays:
- Click View License Key next to the appropriate license to display the key.
- Click in the box containing the key to select it, then copy it to your clipboard.
- Return to the RapidMiner Studio login screen and click the Enter a license link.
- Paste your license key into the box. Note that the right-hand portion of the window populates with license information, including the edition and expiration.
- Click Install.
From the login screen you can also Reset Credentials. Clicking the link opens the account page. From there, you can change your email or password.
Once you click Login and Install, the Success screen appears. Click I'm ready.
Go be a hero! If this is your first time installing RapidMiner Studio, we recommend that you start with displayed Tutorial to learn just how easy code-free can be. Happy mining!
More You Should Know
Just a few more tidbits relating to RapidMiner Studio..
Using the RapidMiner Marketplace
Rapidminer Studio Free Edition
The RapidMiner Marketplace is your one-stop site to download and share extensions for RapidMiner Studio. Follow these steps for detailed instructions on accessing and using the RapidMiner Marketplace, or take a look at Marketplace here.
Moving the start script
By default, the RAPIDMINER_HOME variable is set to the folder location of the start script. If you leave the script within the installation folder (the most common method), the environment variable is set correctly. If you move the start script out of the installation folder, you must set the environment variable RAPIDMINER_HOME to the installation path of RapidMiner Studio. This allows RapidMiner to find its resource files.
Uninstalling or re-installing RapidMiner Studio
At the first running of RapidMiner Studio, the software creates a
.RapidMiner
folder in your user home directory. RapidMiner Studio stores your personal settings and data (e.g., database connections) in this folder. If you ever need to completely remove RapidMiner or to discard all personal settings, simply delete this directory. Do not remove the directory if your RapidMiner Studio installation is damaged and you want to re-install it. By maintaining the .RapidMiner
directory, your personal data will be kept in tact for the new installation.Starting with RapidMiner Studio 9.8 the storage for newly created local repositories and collaborative projects from RapidMiner AI Hub are created in your local users
Documents/RapidMiner/
folder. To remove or backup all the data from repositories, remove or backup this folder, too.To delete the
.RapidMiner
directory off of a Mac:- Open Finder and from the pull-down menus select Go > Go to Folder. (Alternatively, use the keyboard shortcut .)
- In the resulting dialog, enter
~/.RapidMiner/
and click Go. - From the pull-down menus, select View > as Columns to select the columns view. (Alternatively, use the keyboard shortcut .) The
.RapidMiner
folder is highlighted. - Delete the folder (Move to Trash).