AdvancedMiner in Predictive Analytics Software

AdvancedMiner is a tool that allows advanced users to develop new scripts and node types in predictive models by breaking down complex processes into simple ones. Various functionalities can be introduced by integrating models with external applications.

Features:

Analytical:

• Carrying out extraction and collation of data from various sources
• Performing functions such as combining datasets, sampling them, and segregating them
• Developing statistical models
• Conducting cluster analysis and analysis of variable importance
• Carrying out the assessment and a consideration analysis of data mining models

Business:

• Preparation of data (ETL) and construction of data marts, credit scoring, marketing campaign optimization, churn analysis, cross-selling and up-selling, customer segmentation & profiling

 Advanced:

• Support for SQL language (including analytical functions) and integration with R package, Java, and Hadoop Hive