Algolytics AdvancedMiner

AdvancedMiner is a powerful, user-friendly integrated tool for data exploration. Among its applications are customer segmentation and profiling, cross-selling and up-selling recommendations, market basket analysis, marketing campaign optimization, churn analysis & prevention, and Customer Lifetime Value analysis. With AdvancedMiner, complex analytical processes can be simply defined by less technical users with a drag and drop technique, while more advanced users can create their own custom scripts and new node types

Description

Product 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).
  • Support for SQL language (including analytical functions).
  • Integration with the R package.
  • Integration with Java.
Product Purpose: NA
Product Attributes: Free Trial: NA Tech Expert: Credit Card Required: NA Avg Installation Time: Immediate Training: No Training Offered Free Version:

Additional information