Table 6 The computational complexity of ENNET and the other GRN inference methods
From: ENNET: inferring large gene regulatory networks from expression data using gradient boosting
Method | Complexity |
|---|---|
ENNET | O(T P2N), T=5000 |
ADANET | O(C T P2N), C=30, |
GENIE3 | O(T K P N logN), T=1000, |
C3NET | O(P2) |
CLR | O(P2) |
MRNET | O(f P2), f∈[1,P] |
ARACNE | O(P3) |