| FinalImpute {BNArray} | R Documentation |
Impute missing values to specific value for too bad data.
FinalImpute(ori.compact)
ori.compact |
A matrix object with imputed data. |
At some rare cases, LLSimpute could not impute the missing data of a gene due to too many values
miss in its expression vector. For ensuring a complete database, we should impute the NA values
to some predifined value. In current version of FinalImpute, we set the value zero, which means we could
not detect the expression level of a gene in some experiment.
A matrix object is returned with imputed data. This object is a complete database for constructing Bayesian networks.
Xiaohui Chen cxh1984@interchange.ubc.ca,
Kaida Ning aprilnkd@hotmail.com,
Ming Chen mchen@zju.edu.cn.
Further information about BNArray can be found at:
http://www.cls.zju.edu.cn/binfo/BNArray.
##see example in BootstrapBN