Equbits Foresight™ ADME-Tox Edition

Equbits Foresight ADME Edition is designed for ADME-Tox in silico screening. With Equbits Foresight generating models based on high dimensional non-linear relationships is easy, accurate, and flexible to meet your needs.

Equbits has built a product application that provides automated accuracy combined with unique interpretability features. With additional patent pending features, Equbits Foresight™ provides the following unique capabilities:

• Automated, Optimized Classification and Regression Modeling- Users can optimize and generate models based on a number of criteria including precision, recall, RMS, or correlation coefficient with the click of button. Users can select the optimization criteria and the best model is generated automatically.
• Descriptor Generation- Users can import their own descriptors for model building or generate Keir and Hall descriptors through Equbits Foresight.
• Dominant Feature Identification and Ranking- Users can identify the dominant features and their contribution to classification or regression models.
• Classification Ranking- Equbits Foresight™ provides users with ranked prediction results based on how likely they belong to a specific class.
• Automated Feature Selection/Reduction- Equbits Foresight™ provides an ability to automatically reduce the number of features to provide further model optimization.
• Model and Prediction Result Interpretability- With Equbits Foresight™, users can identify the features responsible for a classification decision. Users can determine the features responsible for each prediction.
• Model Publishing- Equbits Foresight™ allows users to publish models that can be shared with other modelers within a client server or web based environment
• Third Party Model Integration- Equbits Foresight™ provides the ability to "publish" third parties applications like Bio-Rad KnowItAll and export data for analysis in visualization tools like Spotfire.
  

• High Accuracy - Equbits Foresight™ provides high enrichment values while minimizing the number of false negatives. With Equbits Foresight, modelers can be confident that they are getting the most accurate results.
• Intuitive Interpretability - Unlike other tools, Equbits Foresight™ provides detailed information about your data, allowing scientists to rationalize results without the need for additional analysis.
• Flexible - The tool can be used as a stand-alone application or can be integrated into any environment. With Equbits Foresight™, you can improve the accuracy and interpretability of your results within your existing modeling framework. Flexible architecture and API's allow for easy integration with other drug discovery software, incorporation of existing descriptor formats, and visualization tools and database(s) to provide additional insight and relevancy.
• Easy to Implement, A Scientist's Tool - Equbits Foresight™ can be quickly deployed and designed to run on existing hardware and software infrastructure to help users get results right away.

To learn more about how Equbits Foresight ADME Edition was applied to solubility data, click here.