Field interactions #54
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adischw
reviewed
Jun 16, 2022
| @@ -10,8 +10,9 @@ edition = "2018" | |||
| [dependencies] | |||
| csv = "1.1.3" | |||
| # we need new version to enable static builds | |||
| fasthash = "0.4.0" | |||
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@andraztori why revert back to the specific revision? main branch has 0.4.0.
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implement ability to specify specific field interaction parameters
the feature gets turned on with --ffm_interaction_matrix
then field weights can be expressed by --ffm_interaction field_id_1:field_id_2:weight
weight 0 means the interaction is fully masked out. default is weight 1.0 everywhere
field ids are sequential ids of fields as passed by field declaration parameters
WARNING: since fields are not named, this means that any change to order of field declarations requires careful adjustment of interactions too...
ping @adischw