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AdvancedMiner Alternatives

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 Open Source AdvancedMiner Alternatives

Looking for the best programs similar to AdvancedMiner? We reviewed our top picks below. Let's see if there are any AdvancedMiner alternatives that work on your platform.

R (programming language)

R (programming language)

FreeOpen SourceMacWindowsLinuxBSD

R 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

Orange

FreeOpen SourceMacWindowsLinux

Orange 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

KNIME

FreeOpen SourceMacWindowsLinux

Knime 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
H2O.ai

H2O.ai

FreeOpen SourceMacWindowsLinuxJava

H2O 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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