If the value a feature is the same for all points (e.g. =0), it can be ignored.
ignore.redundant(F, num.of.values = 1)
The feature matrix, each column is a feature.
A feature should have more than this threshold non-zero values not to be ignored.
The refined feature matrix.
"Statistical Analysis of Overfitting Features", manuscript in preparation.
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