StarDropStarVue

Analyse data and produce predictive models

This module gives novice and expert users alike access to the tools needed to produce validated, predictive models. Output from the Auto-Modeller includes Glowing Molecule results.

Even if you are not an expert in modelling you can:

  • Automatically generate predictive models
  • Use multiple advanced modelling techniques, including Gaussian Processes, Random Forests, Radial Basis Functions, PLS and Decision Trees
  • Train, test and validate: automatically split your data into sub-sets to rigorously choose and validate the best model
  • Use a suite of built-in descriptors; MWt, logP, polar surface area and many other 2D structural descriptors are included with the Auto-Modeller
As an expert user you can also manually tune modelling methods, data sets and descriptors.

If you would like to know more about the Auto-Modeler, take a look at the FAQs.

The Auto-Modeler is available as an optional module for StarDrop. To find out more about StarDrop and the Auto-Modeller, to arrange an online demonstration or to try StarDrop for yourself, please contact us.

StarDrop - Auto-Modeller
"StarDrop Auto-Modeller Wins Environmental Toxicity Prediction Challenge - Olga Obrezanova's model came out joint winner in a challenge organised by ICANN'09, European Neural Network Society (ENNS) and CADASTER."
Latest Forums

Read more >

Popular Downloads

Read more >