The DMax Chemistry Assistant™ Tutorial
Session: The DMax Assistant™ product family
Unique combination of benefits
The DMax Assistant™ product family is the first collection of Hypothesis Generation tools, offering a unique combination of benefits:
- maximal traceability and transparency: hypotheses, statistical validations, and supporting data are presented (no black box predictive models or secret descriptors)
- maximal use of data: components of background knowledge are dynamically combined to find the best patterns using a technology called relational data mining (no need to predefine an exhaustive list descriptors)
- predict multiple numerical and/or categorical targets: in one step a model can be generated that predicts and explains multiple numerical values and/or multiple categories for new examples
- support for interdisciplinary drug discovery teams: researchers can generate and exchange reports based on data outside their area of expertise;
- virtual screening: generated reports can be used to prioritize large (unscreened) data collections; also this step is fully transparent as for each example in the ranking, a full list of reasons (incl. similar reference data from the screened data set) for its position is provided.
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