22,304 followers
@fetzert Or use data processing techniques for dirty categories https://t.co/lUpPJLVFXE https://t.co/RMSs9nKEWE (Shameless self-plug, but I still think that such directions are really useful)
22,304 followers
@francoisfleuret @david_picard For high-cardinality categories, use TargetEncoder (strong baseline in https://t.co/lUpPJLVFXE ) or string-based methods (see https://t.co/RMSs9nKEWE ) Neural-net embeddings require much more data 2/3
22,304 followers
@ImadPhd For categorical encoding, I know of our own work, and citations within: https://t.co/UtTE6j4d6Z and https://t.co/5iz7rCUVNe but these are not specific to healthcare.
96 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,145 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
114 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,087 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,890 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
287 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
1,990 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
1,033 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
105 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
3,173 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
963 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
878 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,232 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,362 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
2,793 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
479 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
49,138 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
78 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
370 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
43 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
278 followers
RT @GaelVaroquaux: Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.c…
22,304 followers
Learning on dirty categories? @patricio_cerda presented our work with @balazskegl at @ECMLPKDD His slides: https://t.co/0UtsKE1OP3 Poster MACH-D-17-00428 today Paper: https://t.co/lUpPJLE4z4 Code: https://t.co/IzvURve3fq