Table 5.
Top 20 mutations ranked by RFECV for MCF on F1 set.
NO. | AdaBoost | DecisionTree | GradientBoosting | SVC_Linear | RandomForest |
---|---|---|---|---|---|
1 | B9J08_003489_D695V | FKS1_S639Y/S639F | FKS1_S639Y/S639F | B9J08_003902_G126R | FKS1_S639Y/S639F |
2 | B9J08_003726_T631S | FKS1_S639P | FKS1_S639P | FKS1_S639Y/S639F | FKS1_S639P |
3 | ABC_T37A | B9J08_000274_V248F | B9J08_001033_L136F | FKS1_S639P | B9J08_000274_F180V |
4 | FKS1_S639Y/S639F | B9J08_000274_F180V | ERG11_I466M* | CDR1_H771R* | FKBP12_S4N* |
5 | FKS1_S639P | ERG11_I466M* | B9J08_000274_V248F | ERG11_I466M* | ERG11_Y132F |
6 | FKS1_F219V | B9J08_001033_L136F | FKS1_D979N | B9J08_000274_V248G | B9J08_001033_L136F |
7 | CDR1_E709D | PGA7_E49D* | FKS1_K848R | FKS1_L972M | TAC1B_A657V |
8 | CDR1_V704L | ERG11_F126L | B9J08_000274_F180V | MRR1_R249K | ERG11_I466M* |
9 | UPC2_E229K | CDR1_V704L | B9J08_000274_V248G | FKBP12_S4N* | B9J08_000161_N244K |
10 | B9J08_000274_F180V | TAC1B_A640V | B9J08_003735_H8Q | B9J08_000162_D109G | ERG3_L262I |
11 | ERG11_I466M* | B9J08_003726_G756V | PGA7_E49D* | B9J08_000162_P110S | CDR1_V704L |
12 | TAC1B_A640V | FKS1_F219V | FKS1_S846A | MRR1_I211V | PGA7_E49D* |
13 | PGA7_E49D* | PGA7_A18P* | ABC_Y504H | B9J08_000274_F180V | B9J08_004009_E641K |
14 | B9J08_003726_G756V | B9J08_001445_L368F | B9J08_000274_N243K | B9J08_003489_D695V | FKS1_L972M |
15 | CDR1_E709G | ABC_V3I | MRR1_N647T | B9J08_000162_E475K | PGA7_A131T |
16 | B9J08_001033_L136F | B9J08_003726_N248H | B9J08_003726_K299R | ERG11_Y132F | ERG11_K143R |
17 | ERG11_Y132F | B9J08_000166_V641D | B9J08_000274_A245G | CDR1_E709D | PGA7_A18P* |
18 | CDR1_H771R* | B9J08_003726_S279N | TAC1B_A640V | B9J08_003726_P586S | FKS1_K848R |
19 | ABC_V3I | B9J08_000166_S685N | ERG11_F126L | B9J08_003622_V132L | CDR1_H771R* |
20 | PGA7_A18P* | B9J08_003726_K299R | B9J08_000274_A231D | B9J08_003622_S249T | ERG3_V258I |
Bolded means previously reported mutations.
*Represents drug resistance mutation should be paid special attention to.