WEKA Alternatives
WEKA
Weka is a collection of machine learning algorithms for data mining tasks; with its own GUI.
(The application is named after a flightless bird of New Zealand that is very inquisitive.)
The algorithms can either be applied directly to a dataset or called from your own Java code.
Weka contains tools for data pre-processing, classification, regression, clustering, association rules, and visualization. It is also well-suited for developing new machine learning schemes.
Best WEKA Alternatives for Mac
Need an alternative to WEKA? Read on. We've looked at the best WEKA alternatives available for Windows, Mac and Android.
Orange
FreeOpen SourceMacWindowsLinuxOrange is an open-source, cross-platform data mining and machine learning suite. It features visual programming as intuitive means of combining data analysis and...
Features:
- Visual Programming
- Data science
- Gui
- Interactive Visualization
- Machine Learning
- Plugins
- Python-based
- Text Analytics
- Data Mining
- Flow diagram visualisation
KNIME
FreeOpen SourceMacWindowsLinuxKnime is a java open-source, cross-platform application which name means "Konstanz Information Miner". It is actually used extensively for data mining, data...
Features:
- Data Mining
- Machine Learning
- Neural network
RapidMiner
FreemiumMacWindowsLinuxRapidMiner makes data science teams more productive through an open source platform for data prep, machine learning, and model deployment.
Features:
- Data Mining
- Machine Learning
- Predictive Modeling
Neural Designer
CommercialMacWindowsLinuxNeural Designer is a software tool for advanced analytics. It includes tools for descriptive, diagnostic, predictive and prescriptive analytics. It allows you to get...
Features:
- Predictive Modeling
- Artificial intelligence
- Data Mining
- Machine Learning
ELKI
FreeOpen SourceMacWindowsLinuxELKI: "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It...
Features:
- Clustering
- Data Mining
- Data science
- Machine Learning
- Portable
KEEL
FreeMacWindowsLinuxBSDKEEL is an open source (GPLv3) Java software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern...
Features:
- Clustering
- Data Mining
SIMON
FreeOpen SourceMacWindowsLinuxSelf-HostedSIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform.
Features:
- Clustering
- Data analytics
- Data science
- Machine Learning
- Predictive Modeling
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