TABLE 3.
Important motifs in the gene expression pattern model.
| Sequence | Importance (weight in tree model) | Motif Name and Annotation |
| CATGCATG | 100.00 | IDEF1 binding |
| ATCGATCG | 56.83 | Novel: Downstream core element in plant 2 (DCEp2) |
| ATAATGGC | 54.71 | Motif extracted from Zn regulated genes at downstream of TSS |
| GCAGCAGC | 54.05 | Novel: GCWGCWGC |
| CGACACGC | 49.93 | Novel: CGACACGC |
| EECCRCAH1 | 48.68 | Myb- binding |
| CACCAACC | 48.68 | Novel: Myb-binding like |
| CRTDREHVCBF2 | 48.22 | AP2/ERF binding |
| GCGCGCCA | 46.23 | GCGC box |
| CTACGTGC | 44.20 | bZIP/bHLH |
Top 10 the most important motifs in Boruta-XGBoost model based on MAMA and PLACE model. Importance was calculated as xgboost feature importance to be between 0 (least important) and 100 (most important).