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 for Mac
In our list of best programs, we'll review some different alternatives to AdvancedMiner. Let's see if your platform is supported by any of them.
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...
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
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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