Key features overview¶
The Signatures molecular descriptor [1-3] for computing descriptors from chemistry.
Transductive Conformal Prediction (TCP) for mondrian binary classification using LibLinear and LibSVM
Transductive Conformal Prediction (TCP) for multi-label classification using probabilistic LibSvm
Inductive Conformal Prediction (ICP) for classification and regression.
Aggregated Inductive Conformal Prediction (ACP) according to  for classification and regression using LibSVM and LibLinear
Cross-conformal Prediction (CCP) according to  for regression using LibSVM and LibLinear
Standard p-values, smoothed p-values, linear and splines interpolation of p-values.
Cross Venn-ABERS Prediction (CVAP) according to  for probabilistic classification using LibSVM and LibLinear
Significant Signature calculation and feature highlighting according to the Gradient method described in 
Grid Search and cross-validation for parameter tuning, otherwise using default values according to