- generate splitting points by called IterEqualHeight method.
- use splitting points to converse the original features to new combined feature, which could be used in large feature processing when using linear regressiong or classfication
see help info
given the feature with format value f1:v1 f2:v2 ...
, return the split result, with processing:
- split the feature's value
- add missing value
- extend the feature/value to new feature of name
feature_value
and value 1 - add bias value
then the result could be used in logistic regression with github.com/xlhector/hector
type ./feature_process -help to get usage