Model cards 6
cpLogD: water–octanol distribution coefficient (logD) for chemical compounds
This models predicts water–octanol distribution coefficient (logD) for chemical compounds: It is a proxy for the lipophilicity which is a major determinant of drug properties and overall suitability of drug candidates.
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Owner:Hamza Saeed
PTP: Predictive Target Profile
This model predicts the interaction of a molecule represented by its chemical structure towards 31 targets selected for their utility in broad early hazard assessment.
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Owner:Hamza Saeed
ALLIUM (ALL subtype Identification Using Machine learning)
ALLIUM (ALL subtype Identification Using Machine learning) is a multimodal classifier of molecular subtypes in pediatric acute lymphoblastic leukemia, using DNA methylation (DNAm) and gene expression (GEX) data
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Owner:Mariya Lysenkova Wiklander
Ames Mutagenicity Prediction
Predicts Ames Mutagenicity for a chemical structure using an SVM model with Signatures features via the CPSign modeling tool.
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Owner:Ola Spjuth
CPSign Regression Prediction Service 2.0
Service that deploys a CPSign regression model and allows for predictions to be made by the deployed model. The service also comes bundled with an interactive drawing interface that can be accessed using <service-url>/draw where molecules can be drawn...
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Owner:Staffan Arvidsson McShane
cpLogD-v2.0
Conformal regression model for predicting LogD for drug-like molecules, trained on ChEMBL version 33 with over 2.2M compounds using the CPSign software.
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Owner:Staffan Arvidsson McShane