Discriminate the response of Acute Myeloid Leukemia patients to treatment by using proteomics data and Answer Set Programming

Table 1 Description of the case study

PKN and dataset for both CR-PR classes. The column Search space describes how many BNs, derived from the PKN, were explored by caspo. The column Perturbations refers to the different couples of patients selected by our algorithm. The column learn outputs caspo results in terms of optimal BNs learned description. MSE shows the BN fitness (Mean Square Error with respect to the dataset), size the number of logic clauses of the BN, Networks the number of optimal BNs found. The column t_learn is the learning time, while the t_opt column shows the optimization time in minutes. The column classify shows an analysis of the BNs learned. I/O shows the number of different logic behaviors and t_I/O the computation time in minutes

ISSN: 1471-2105