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. Author manuscript; available in PMC: 2021 Dec 1.
Published in final edited form as: J Healthc Inform Res. 2020 Aug 3;4(4):383–394. doi: 10.1007/s41666-020-00077-1

Table1.

nRMSD of the prefilling strategies on the validation set, where a smaller score indicates better performance.

Global Mean Local Mean Iter SVD Soft Impute
HCT 0.5247 0.2238 0.1838 0.1727
HGB 0.5509 0.2266 0.1843 0.1748
MCV 1.4799 0.2571 0.3460 0.2628
PBUN 1.4516 0.1549 0.3058 0.2232
PCL 0.5038 0.2006 0.2533 0.2022
PCRE 2.2009 0.2136 0.3126 0.2340
PGLU 0.3970 0.2765 0.3579 0.2672
PK 0.3396 0.2554 0.3394 0.2497
PLCO2 0.5052 0.2159 0.2955 0.2333
PLT 1.4507 0.1771 0.3327 0.2367
PNA 0.4485 0.2235 0.2679 0.2125
RDW 2.0197 0.2098 0.3490 0.2507
WBC 1.2387 0.2182 0.3498 0.2499
Average 1.0086 0.2195 0.2983 0.2284