AdvancedMiner Alternatives
AdvancedMiner
Main features:
- Performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes
- Graphical and interactive data exploration
- Outlier filtering, supplying missing values, PCA, various data transformations, etc.
- Building association models, clustering analyses, variable importance analyses, etc.
- Constructing various analytical models with the use of diverse Data Mining and statistical algorithms (such as classification trees, neuron networks, linear and logistic regression, K-means)
- Creation of scoring code so that the models can be integrated with other IT applications (scoring code may include the models as well as data transformations)
- Model quality evaluation and comparison of Data Mining models (LIFT, ROK, K-S, Confusion Matrix)
- Generation of model quality reports (MS Office)
Complex analytical processes can be defined in a simple way using drag & drop technique. Advanced users can create their own scripts and new node types.
AdvancedMiner offers limitless, additional funcionalities for advanced users that can be easily created and/or extended within the application.
Advanced features:
- Support for SQL language (including analytical functions)
- Integration with the R package
- Integration with Java and Hadoop Hive
Best AdvancedMiner Alternatives
If you want similar software to AdvancedMiner, we have a list for that. Are there AdvancedMiner alternatives out there? Let's find out.
R (programming language)
FreeOpen SourceMacWindowsLinuxBSDR is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at...
Features:
- Automatic data loading
- Data Mining
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
IBM SPSS Statistics
CommercialMacWindowsLinuxThe IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration...
STATISTICA
CommercialWindowsSTATISTICA is a tried and true analytics platform with more than two decades of history in delivering successful business results for our customers, a global user base...
Features:
- Data Mining
- Predictive Modeling
EasyMorph
FreemiumWindowsPowerful data transformation tool optimized for users without a technical background. A free edition available.
Features:
- Import from MySql
- Business Intelligence
- Import CSV data
- Data export/import
- Data Mining
- Database
- Export to Excel
- Import From Excel
Tableau Prep
CommercialMacWindowsWebiPhoneiPadSelf-HostedA complete picture of your data Three coordinated views let you see row-level data, profiles of each column, and your entire data preparation process. Pick which view...
Features:
- Business Intelligence
- Data Mining
datarobot
CommercialWebSelf-HostedDataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven...
H2O.ai
FreeOpen SourceMacWindowsLinuxJavaH2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on...
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AdvancedMiner Reviews
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