FeatureLike
Apply a smart bucketizer transformer
Apply a smart bucketizer transformer
label feature
option to keep track of values that were missing
option to keep track of invalid values, eg. NaN, -/+Inf or values that fall outside the buckets
minimum info gain, one of the stopping criteria of the Decision Tree
clean text before pivoting
keys to allowlist
keys to blocklist
FeatureLike
Apply IntegralMapVectorizer or auto bucketizer (when label is present) on any OPMap that has long values
Apply IntegralMapVectorizer or auto bucketizer (when label is present) on any OPMap that has long values
value to give missing keys on pivot
clean text before pivoting
keys to allowlist
keys to blocklist
other features of the same type
option to keep track of values that were missing
option to keep track of invalid values, eg. NaN, -/+Inf or values that fall outside the buckets
minimum info gain, one of the stopping criteria of the Decision Tree
optional label column to be passed into autoBucketizer if present
an OPVector feature
Enrichment functions for OPMap Features with Long values