Table 2 setting of experimental parameters
From: DBCSMOTE: a clustering-based oversampling technique for data-imbalanced warfarin dose prediction
DBCSMOTE-BRT/RF | Parameter | Value |
|---|---|---|
DBSCAN | MinPts | {2,3,4,5} |
Eps or ε | [0.95,1.2] | |
SMOTE | r | [0.2, 1.5] |
greedy strategy | #iteration | 100 |
BRT | #max_leaves | 12 |
#tree | 150 | |
#features | 15 | |
RF | min_leaves | 12 |
#tree | 100 | |
#features | 15 | |
tree type | CART |