SAP HANA Predictive Analysis Library (PAL)

CREATE COLUMN TABLE PAL_ENET_MLR_PDATA_TBL("POSITION" INT,"SCHEMA_NAME"
NVARCHAR(256),"TYPE_NAME" NVARCHAR(256),"PARAMETER_TYPE" VARCHAR(7));
INSERT INTO PAL_ENET_MLR_PDATA_TBL values (1,'DM_PAL','PAL_ENET_MLR_DATA_T',
'IN');
INSERT INTO PAL_ENET_MLR_PDATA_TBL values (2,'DM_PAL','PAL_CONTROL_T', 'IN');
INSERT INTO PAL_ENET_MLR_PDATA_TBL values (3,'DM_PAL','PAL_ENET_MLR_RESULT_T',
'OUT');
INSERT INTO PAL_ENET_MLR_PDATA_TBL values (4,'DM_PAL','PAL_ENET_MLR_FITTED_T',
'OUT');
INSERT INTO PAL_ENET_MLR_PDATA_TBL values
(5,'DM_PAL','PAL_ENET_MLR_SIGNIFICANCE_T', 'OUT');
INSERT INTO PAL_ENET_MLR_PDATA_TBL values
(6,'DM_PAL','PAL_ENET_MLR_PMMLMODEL_T', 'OUT');
CALL SYS.AFLLANG_WRAPPER_PROCEDURE_DROP('DM_PAL', 'PAL_ENET_MLR_PROC');
CALL SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('AFLPAL', 'LRREGRESSION', 'DM_PAL',
'PAL_ENET_MLR_PROC', PAL_ENET_MLR_PDATA_TBL);
DROP TABLE #PAL_CONTROL_TBL;
CREATE LOCAL TEMPORARY COLUMN TABLE #PAL_CONTROL_TBL ("NAME"
VARCHAR(100),"INTARGS" INT,"DOUBLEARGS" DOUBLE,"STRINGARGS" VARCHAR(100));
INSERT INTO #PAL_CONTROL_TBL VALUES ('ALG', 4, null, null);
INSERT INTO #PAL_CONTROL_TBL VALUES ('ENET_LAMBDA', null, 0.003194, null);
INSERT INTO #PAL_CONTROL_TBL VALUES ('ENET_ALPHA', null, 0.95, null);
DROP TABLE PAL_ENET_MLR_DATA_TBL;
CREATE COLUMN TABLE PAL_ENET_MLR_DATA_TBL ( "ID" INT,"Y" DOUBLE,"V1" DOUBLE,"V2"
DOUBLE,"V3" DOUBLE);
INSERT INTO PAL_ENET_MLR_DATA_TBL VALUES (0, 1.2, 0.1, 0.205, 0.9);
INSERT INTO PAL_ENET_MLR_DATA_TBL VALUES (1, 0.2, -1.705, -3.4, 1.7);
INSERT INTO PAL_ENET_MLR_DATA_TBL VALUES (2, 1.1, 0.4, 0.8, 0.5);
INSERT INTO PAL_ENET_MLR_DATA_TBL VALUES (3, 1.1, 0.1, 0.201, 0.8);
INSERT INTO PAL_ENET_MLR_DATA_TBL VALUES (4, 0.3, -0.306, -0.6, 0.2);
DROP TABLE PAL_ENET_MLR_RESULTS_TBL;
CREATE COLUMN TABLE PAL_ENET_MLR_RESULTS_TBL ("Coefficient"
varchar(50),"CoefficientValue" DOUBLE);
DROP TABLE PAL_ENET_MLR_FITTED_TBL;
CREATE COLUMN TABLE PAL_ENET_MLR_FITTED_TBL ("ID" INT,"Fitted" DOUBLE);
DROP TABLE PAL_ENET_MLR_SIGNIFICANCE_TBL;
CREATE COLUMN TABLE PAL_ENET_MLR_SIGNIFICANCE_TBL ("NAME" varchar(50),"VALUE"
DOUBLE);
DROP TABLE PAL_ENET_MLR_PMMLMODEL_TBL;
CREATE COLUMN TABLE PAL_ENET_MLR_PMMLMODEL_TBL ("ID" INT, "PMMLMODEL"
VARCHAR(5000));
CALL DM_PAL.PAL_ENET_MLR_PROC(PAL_ENET_MLR_DATA_TBL,"#PAL_CONTROL_TBL",
PAL_ENET_MLR_RESULTS_TBL, PAL_ENET_MLR_FITTED_TBL,
PAL_ENET_MLR_SIGNIFICANCE_TBL, PAL_ENET_MLR_PMMLMODEL_TBL) WITH OVERVIEW;
SELECT * FROM PAL_ENET_MLR_RESULTS_TBL;
SELECT * FROM PAL_ENET_MLR_FITTED_TBL;
SELECT * FROM PAL_ENET_MLR_SIGNIFICANCE_TBL;
Expected Results
PAL_ENET_MLR_RESULTS_TBL:
SAP HANA Predictive Analysis Library (PAL)
PAL Functions P U B L I C 273