elasticsearch/client/rest-high-level
David Roberts 0059c59e25
[ML] Make ml_standard tokenizer the default for new categorization jobs (#72805)
Categorization jobs created once the entire cluster is upgraded to
version 7.14 or higher will default to using the new ml_standard
tokenizer rather than the previous default of the ml_classic
tokenizer, and will incorporate the new first_non_blank_line char
filter so that categorization is based purely on the first non-blank
line of each message.

The difference between the ml_classic and ml_standard tokenizers
is that ml_classic splits on slashes and colons, so creates multiple
tokens from URLs and filesystem paths, whereas ml_standard attempts
to keep URLs, email addresses and filesystem paths as single tokens.

It is still possible to config the ml_classic tokenizer if you
prefer: just provide a categorization_analyzer within your
analysis_config and whichever tokenizer you choose (which could be
ml_classic or any other Elasticsearch tokenizer) will be used.

To opt out of using first_non_blank_line as a default char filter,
you must explicitly specify a categorization_analyzer that does not
include it.

If no categorization_analyzer is specified but categorization_filters
are specified then the categorization filters are converted to char
filters applied that are applied after first_non_blank_line.

Closes elastic/ml-cpp#1724
2021-06-01 15:11:32 +01:00
..
src [ML] Make ml_standard tokenizer the default for new categorization jobs (#72805) 2021-06-01 15:11:32 +01:00
build.gradle Move public build api into included build (#72861) 2021-06-01 11:19:30 +02:00
httpCa.p12 Enroll node API (#72129) 2021-05-12 08:45:02 +03:00
roles.yml Fix security origin for TokenService#findActiveTokensFor... (#47418) 2019-10-21 12:18:49 +03:00
testnode.crt
testnode.jks
transport.p12 Enroll node API (#72129) 2021-05-12 08:45:02 +03:00