In GENIE3 and dynGENIE3, the function f j is learned in the form of an ensemble of regression trees. Regression trees split the data samples with binary tests based each on one input variable, trying to reduce as much as possible the variance of the output variable in the resulting subset...
Semi-parametric approach for the inference of gene regulatory networks from time series of expression data - vahuynh/dynGENIE3