From: Higher-order partial least squares for predicting gene expression levels from chromatin states
Linear model | Random forest | Support vector machine | NPLS(41bins) | NPLS(21bins) | |
---|---|---|---|---|---|
Hum | 0.769(2.43) | 0.775(2.46) | 0.774(2.46) | 0.784(2.37) | 0.787(2.35) |
Chi | 0.756(2.52) | 0.767(2.47) | 0.765(2.53) | 0.780(2.41) | 0.784(2.39) |
Rhe | 0.760(2.52) | 0.761(2.51) | 0.765(2.54) | 0.774(2.46) | 0.778(2.43) |