AdvancedMiner

AdvancedMiner - data processing, analysis and modeling in one analytical tool. With a Workflow interface it offers a complete and user-friendly environment for data exploration.



Supports all analytical tasks:

  • Data extraction and transformation
  • Building and eveluating models
  • Testing
  • Reporting

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.

Business applications:

  • Data preparation (ETL)
  • Construction of data marts
  • Credit scoring
  • Customer segmentation and profiling
  • Cross-selling and up-selling recomendations
  • Market basket analysis
  • Marketing campaigns optimization
  • Churn analysis & prevention
  • Customer Lifetime Value analysis
  • Risk analysis
  • Optimization of debt recovery process
  • Validation and updating of existing scoring models
  • Fraud detection

Main features:

  • Extracting and saving data from/to different database systems and files
  • 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).

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

See AdvancedMiner documentation


Compare Full & Community Editions

Community EditionFull Version
Timeno limitslicense
Data AccessCSV, TXT, MS ExcellCSV, TXT, MS Excell, JDBC/ODBC Data Bases
GUIyesyes
AdvancedMiner SNA Moduleyesyes
Custom scripts & processesyesyes
RAM usedmax. 1GBall assigned
Number of tasksone at a timeunlimited
Scoring code generation/exportnoyes
Datasets limitations100 columns x 100000 rowsunlimited (limited by database engine only)
Technical supporte-mail onlyfull support
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AdvancedMiner is Windows 10 compatible.