Predict and Score

EUR 790.00*

* Single-user 1-year license,
  with updates, excluding VAT

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Want to be exploit predictive information

hidden in non-linearities?

Build your superior scoring application

with a ready-to-use tool.

 

Prediction and scoring applications with superior accuracy

Predict and Score is an extension module of the Viscovery SOMine suite. It requires the Visual Clusters core module and can optionally be combined with other modules of the suite.

The module provides two additional workflows: the Predict workflow guides the user through the creation and validation of linear and non-linear prediction models, the Score workflow through the definition and application of scoring models to new data and through the evaluation of scoring results in comparison to control groups.

Main functions and features

  • Non-linear PredictionLinear multivariate regression models with detailed model statistics
  • Local regressions over self-organizing map (SOM) “receptive fields” to resolve non-linearities
  • Visualization of local model statistics and non-linearity diagnostics
  • Administration of data partitioning into training and test sets
  • Graphical validation and comparison of created models
  • Interactive definition of score groups and objective functions
  • Application of scoring models to new data and export of scoring results
  • Visualization and evaluation of application results using score charts and gains charts

The patented Local SOM Prediction technology combines the non-linear data representation of the SOM with linear regression “white-box” models, designed for explaining residual variance in the global linear model. Read more about this technology here.