SAP HANA Predictive Analysis Library (PAL)

Name Data Type Description Dependency
Z-SCORE_METHOD Integer ● 0: Mean-Standard deviation
●
●
1: Mean-Mean absolute
deviation
2: Median-Median absolute
deviation
NEW_MAX Double or integer The new maximum value of
the min-max normalization
method
NEW_MIN Double or integer The new minimum value of
min-max normalization
method
Only valid when SCAL­
ING_METHOD is 1.
Only valid when SCAL­
ING_METHOD is 0.
Only valid when SCAL­
ING_METHOD is 0.
Optional Parameter
The following parameter is optional. If it is not specified, PAL will use its default value.
Table 353:
Name Data Type Default Value Description
THREAD_NUMBER Integer 1 Number of threads
Output Table
Table 354:
Table Column Column Data Type Description Constraint
Result 1st column Integer, bigint, varchar,
or nvarchar
ID
This must be the first
column.
Other columns Integer or double Variable Xn
Scaling Model (optional)
1st column Integer Scaling model ID This must be the first
column.
2nd column
CLOB, varchar, or
nvarchar
Binning model saved
as JSON string
The table must be a
column table. The minimum
length of each
unit (row) is 5000.
Example
Assume that:
●
●
DM_PAL is a schema belonging to USER1; and
USER1 has been assigned the AFLPM_CREATOR_ERASER_EXECUTE role; and
482 P U B L I C
SAP HANA Predictive Analysis Library (PAL)
PAL Functions