Table 3.
Variable | Model | Complete Variable | Missing Percent | Exclude Variable | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
10% | 20% | 30% | 40% | 50% | 60% | 70% | 80% | 90% | ||||
x1 | BART.m | 66.56 | 66.26 | 65.96 | 65.63 | 65.37 | 65.08 | 64.79 | 64.52 | 64.24 | 64.01 | 63.65 |
BART.i | 66.56 | 66.04 | 65.47 | 64.76 | 64.00 | 63.28 | 62.42 | 61.69 | 61.17 | 60.64 | 63.65 | |
RF.i | 63.63 | 63.25 | 62.81 | 62.31 | 61.68 | 61.11 | 60.47 | 59.91 | 59.40 | 59.07 | 60.74 | |
| ||||||||||||
x2 | BART.m | 66.56 | 66.53 | 66.51 | 66.54 | 66.54 | 66.57 | 66.60 | 66.61 | 66.65 | 66.67 | 66.67 |
BART.i | 66.56 | 66.50 | 66.45 | 66.31 | 66.14 | 65.81 | 65.42 | 64.78 | 63.88 | 62.17 | 66.67 | |
RF.i | 63.65 | 63.55 | 63.48 | 63.29 | 63.17 | 62.90 | 62.51 | 61.96 | 61.34 | 59.87 | 65.91 | |
| ||||||||||||
x3 | BART.m | 66.56 | 66.22 | 65.87 | 65.48 | 65.08 | 64.68 | 64.30 | 63.87 | 63.48 | 63.13 | 62.62 |
BART.i | 66.56 | 65.98 | 64.90 | 63.74 | 62.64 | 61.52 | 60.34 | 59.31 | 58.27 | 56.98 | 62.62 | |
RF.i | 63.63 | 63.17 | 62.36 | 61.59 | 60.81 | 59.95 | 59.01 | 58.13 | 57.25 | 55.97 | 63.03 | |
| ||||||||||||
x4 | BART.m | 66.56 | 66.30 | 66.08 | 65.71 | 65.27 | 64.76 | 63.99 | 63.25 | 62.28 | 61.32 | 60.14 |
BART.i | 66.56 | 66.14 | 65.50 | 64.55 | 63.42 | 62.06 | 60.39 | 58.71 | 56.77 | 54.81 | 60.14 | |
RF.i | 63.63 | 63.35 | 62.90 | 62.27 | 61.49 | 60.63 | 59.32 | 57.95 | 56.21 | 54.46 | 59.60 |