SAP HANA Predictive Analysis Library (PAL)

Name Data Type Default Value Description Dependency
CATEGORY_COL Integer No default value Indicates whether the
column is category
variable. By default,
'string' is category variable,
and 'integer' or
'double' is continuous
variable.
CATEGORY_WEIGHTS Double 0.707 Represents the weight
of category attributes
(γ).
EXIT_THRESHOLD Double 0.000000001 Threshold (actual
value) for exiting the
iterations.
Output Tables
Table 62:
Table Column Column Data Type Description
Result 1st column Integer, bigint, varchar, or
nvarchar
ID
2nd column Integer Clustered item assigned to
class number
3rd column Double The distance between the
cluster and each point in the
cluster
Center Points 1st column Integer Cluster center ID
Other columns Double, varchar, or nvarchar Outputs means if the column
is continuous variable; outputs
modes if the column is
category variable.
Example
Assume that:
●
●
●
DM_PAL is a schema belonging to USER1; and
USER1 has been assigned the AFLPM_CREATOR_ERASER_EXECUTE role; and
USER1 has been assigned the AFL__SYS_AFL_AFLPAL_EXECUTE or
AFL__SYS_AFL_AFLPAL_EXECUTE_WITH_GRANT_OPTION role.
SET SCHEMA DM_PAL;
DROP TYPE PAL_KMEDOIDS_DATA_T;
CREATE TYPE PAL_KMEDOIDS_DATA_T AS TABLE(
"ID" INTEGER,
"V000" DOUBLE,
"V001" VARCHAR(5),
"V002" DOUBLE
);
DROP TYPE PAL_KMEDOIDS_ASSIGN_T;
CREATE TYPE PAL_KMEDOIDS_ASSIGN_T AS TABLE(
SAP HANA Predictive Analysis Library (PAL)
PAL Functions P U B L I C 87