The sample Cancer data set contains some of the missing
values and these can be replaced by choosing the unsupervised
filter in WEKA and select Replace Missing Values and click
apply. After this all the missing values are replaced with an
appropriate value either by taking mean or any nearer value.
This will reduce the effort and the risk of replacing the values
manually.