Table 2.

Relative imputation error ℰ_R(ℐ).

	Low Correlation
	MCAR			MAR			NMAR
	.25	.50	.75	.25	.50	.75	.25	.50	.75
RFotf	89.0	93.9	96.2	89.5	94.5	97.2	96.5	97.2	100.9
${\text{RF}}_{\text{otf}}^{(5)}$	88.7	91.0	95.9	89.5	88.6	93.5	96.0	92.6	98.8
RFotfR	89.9	94.1	96.8	89.8	94.7	97.8	96.6	97.6	101.7
${\text{RF}}_{\text{otfR}}^{(5)}$	92.3	95.8	95.8	96.5	93.7	94.2	103.2	97.0	102.9
RFunsv	88.3	92.8	96.2	87.9	93.0	97.3	95.4	97.4	101.6
${\text{RF}}_{\text{unsv}}^{(5)}$	85.4	90.1	94.7	85.7	88.6	92.2	97.7	93.0	100.8
RFprx	91.1	92.8	96.7	89.9	88.5	90.4	91.5	92.7	99.2
${\text{RF}}_{\text{prx}}^{(5)}$	90.6	93.9	101.8	89.8	88.7	93.9	95.7	91.1	99.3
RFprxR	90.2	92.6	96.2	89.4	88.8	90.7	94.6	97.5	100.5
${\text{RF}}_{\text{prxR}}^{(5)}$	86.9	92.4	100.0	88.1	88.8	94.8	96.2	94.3	102.8
mRF0.25	87.4	92.9	103.1	88.8	89.3	99.8	96.9	92.3	98.7
mRF0.05	86.1	94.3	105.3	86.0	88.7	102.7	96.8	92.6	99.0
mRF	86.3	94.7	105.6	84.4	88.6	103.3	96.7	92.5	98.8
KNN	91.1	97.4	111.5	94.4	100.9	106.1	100.9	100.0	101.7

	Medium Correlation
	MCAR			MAR			NMAR
	.25	.50	.75	.25	.50	.75	.25	.50	.75
RFotf	82.3	89.9	95.6	78.8	88.6	97.0	92.7	92.6	102.2
${\text{RF}}_{\text{otf}}^{(5)}$	76.2	82.1	90.0	83.4	79.1	93.4	99.6	89.1	100.8
RFotfR	83.1	91.4	96.0	80.3	90.3	97.4	92.2	96.1	105.3
${\text{RF}}_{\text{otfR}}^{(5)}$	82.4	84.1	93.1	88.2	84.2	95.1	112.0	97.1	104.5
RFunsv	80.4	88.4	95.9	76.1	87.7	97.5	87.3	92.7	104.7
${\text{RF}}_{\text{unsv}}^{(5)}$	73.2	78.9	89.3	78.8	79.0	92.4	98.8	92.8	104.2
RFprx	82.6	86.3	93.1	80.7	80.5	97.7	88.6	93.8	99.5
${\text{RF}}_{\text{prx}}^{(5)}$	77.1	84.1	93.3	86.5	77.0	92.1	98.1	93.7	101.0
RFprxR	81.2	85.4	93.1	80.4	82.4	96.3	89.2	97.2	101.3
${\text{RF}}_{\text{prxR}}^{(5)}$	76.1	80.8	92.0	82.1	77.7	95.1	102.1	96.6	105.1
mRF0.25	73.8	80.2	91.6	75.3	75.6	90.2	97.6	87.5	102.1
mRF0.05	70.9	80.1	95.2	70.1	76.6	93.0	87.4	87.9	103.4
mRF	69.6	80.1	95.0	71.3	74.6	92.4	86.9	87.8	103.1
KNN	79.8	93.5	105.3	80.2	96.0	98.7	93.9	98.3	102.1

	High Correlation
	MCAR			MAR			NMAR
	.25	.50	.75	.25	.50	.75	.25	.50	.75
RFotf	72.3	83.7	94.6	65.5	83.3	98.4	66.5	84.8	100.4
${\text{RF}}_{\text{otf}}^{(5)}$	70.9	72.1	80.9	69.5	70.9	91.0	70.1	70.8	97.3
RFotfR	68.6	81.0	93.6	59.5	87.1	98.9	61.2	88.2	100.3
${\text{RF}}_{\text{otfR}}^{(5)}$	58.4	58.9	64.6	56.7	55.1	88.4	58.4	60.9	97.3
RFunsv	62.1	75.1	91.3	56.8	70.8	97.8	58.1	73.3	100.6
${\text{RF}}_{\text{unsv}}^{(5)}$	54.2	57.5	65.4	54.0	49.4	80.0	55.4	51.7	90.7
RFprx	75.5	82.0	88.5	70.7	72.8	94.3	70.9	74.3	102.0
${\text{RF}}_{\text{prx}}^{(5)}$	70.4	72.0	78.6	69.7	71.2	90.3	70.0	72.2	98.2
RFprxR	61.9	68.1	76.6	58.7	64.1	79.5	60.4	74.6	97.5
${\text{RF}}_{\text{prxR}}^{(5)}$	57.3	58.1	61.9	55.9	54.1	71.9	57.8	60.2	93.7
mRF0.25	57.0	57.9	63.3	55.5	50.4	70.5	56.7	50.7	87.3
mRF0.05	50.7	54.0	61.7	48.3	48.4	74.9	49.9	48.6	85.9
mRF	48.2	49.8	61.3	47.0	47.5	70.2	46.6	47.6	82.9
KNN	52.7	63.2	83.2	52.0	71.1	96.4	53.2	74.9	99.2