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update the transform docs to indicate that it only works with numerical data.
See: [https://h2oai.slack.com/archives/C04KNHH2H/p1584389368047200|https://h2oai.slack.com/archives/C04KNHH2H/p1584389368047200]
Original question (March 16, 2020):
When transform = "standardize" for GLRM, it appears that only numeric columns are standardized and categorical/binary columns are skipped (which seems like the right approach): [https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L356-L358|https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L356-L358|smart-link] and [https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L1030.|https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L1030.|smart-link] Is that interpretation correct? Either way, is it possible to clarify the treatment of categorical/binary variables in the documentation for transform? [https://github.com//h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/transform.rst|https://github.com//h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/transform.rst]
The text was updated successfully, but these errors were encountered:
update the transform docs to indicate that it only works with numerical data.
See: [https://h2oai.slack.com/archives/C04KNHH2H/p1584389368047200|https://h2oai.slack.com/archives/C04KNHH2H/p1584389368047200]
Original question (March 16, 2020):
When transform = "standardize" for GLRM, it appears that only numeric columns are standardized and categorical/binary columns are skipped (which seems like the right approach): [https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L356-L358|https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L356-L358|smart-link] and [https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L1030.|https://github.com/h2oai/h2o-3/blob/master/h2o-algos/src/main/java/hex/glrm/GLRM.java#L1030.|smart-link] Is that interpretation correct? Either way, is it possible to clarify the treatment of categorical/binary variables in the documentation for transform? [https://github.com//h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/transform.rst|https://github.com//h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/transform.rst]
The text was updated successfully, but these errors were encountered: