RapidMiner is the only platform that lets you ‘show your work’ every step of the way, in a no-code medium. Instill confidence in your work with explainable AI. Understand how models are making predictions and expose downstream ROI.
Go beyond explainable models and see the big picture—in its entirety.
RapidMiner’s visual framework offers much more than just explainable AI. It’s explainable analytics:
Understand your data processing pipeline
Review detailed visual explanations of every modeling step
See how data is being processed and scored
Explainability Data Scientists Need
RapidMiner offers proven explainability tools from leading data science toolkits.
Calculate global feature weights to understand the driving factors for a model’s predictions. Dig into local feature weights to examine which features are the most influential for a given prediction from the model. Explore partial dependencies to see how a model interacts with a single column in a data set.
Excellent Interface and Easy Model Generation Thanks to AutoModel
We started using RapidMiner Studio years ago. The excellent results speak for themselves,
so we have been very satisfied with our cooperation with RapidMiner for a long time. The
support is remarkable and leaves nothing to be desired.
Smart Tool Related to Machine Learning and Data Science
This has completely changed how we handle our database schemas, how we achieve
success and make long-term plans, and how we make decisions. We've deployed
RapidMiner throughout our whole business since it's applicable for each and every use
case, sparing us a tremendous quantity of effort and resources.
Corporate Communications Manager
Automated Machine Learning
RapidMiner is an awesome visual workflow designer. The way they present visually is so
unique. It helps in speeding and automating the creation of visual models. It helps in
creating models in only 5 clicks by automated machine learning.
Senior Software Engineer
Best Data Science and Machine Learning Solution
Overall, I had a positive experience with RapidMiner. It is a unified platform where I can
judge my data overall and we can easily decide where we need improvements and what is
working well. Due to its machine learning, I am confident about my decision that keeps my
brand standing out in a competitive world.
Senior Software Engineer
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Shareable Apps Instill Confidence
Stakeholders can’t always spare the time and effort to understand advanced methods. Give them hands-on experience to build trust.
No-code app creation allows you to visualize what your models are doing to easily and intuitively explain how different models work. Shareable simulators allow colleagues to play with inputs to understand how various features affect a model’s predictions.
Get the most from your data
Learn all the ways that RapidMiner helps forward-thinking enterprises manage the entire data science lifecycle and empower employees of any skill level to create data-driven insight.
Finding Actionable Consumer Insights With Data Science
Brandon Shockley, Director of Research for global creative agency 160over90, describes
how his team applies machine learning to market research to better segment customers, develop messaging, and track brand health.