Ensemble Gene Regulatory Network Inference
Correlation based network
To compute F score from edge scores
Ensemble Gene Regulatory Network Inference
To compute F score using probability value
To compute F score for significant edges from individual methods
Principal component regression based network
Partial least square based network
Ridge regression based network
Gene regulatory network constructed using combined score obtained from individual network inference method. The combined score measures the significance of edges in the ensemble network. Fisher's weighted method has been implemented to combine the outcomes of different methods based on the probability values. The combined score follows chi-square distribution with 2n degrees of freedom. <doi:10.22271/09746315.2020.v16.i3.1358>.