From
Generations Options
, select
Predicted Value Only
Use
Apply
as the
Mode
To specify where the generated output is stored, enter the following in
Results Generated by the
Model
section:
Select
Database
Browse and enter the SAP HANA instances and logon for the <Domain User> account in the dialog
box.
Depending on the model you use, stored tables that were applied to the model appear, for example
SAP_RDS_PA_CPG.SEM_MODEL_BASE_P1_EVENT,
SAP_RDS_PA_CPG.SEM_MODEL_BASE_P1_NOEVENT,
SAP_RDS_PA_CPG.SEM_MODEL_BASE_P2_EVENT and
SAP_RDS_PA_CPG.SEM_MODEL_BASE_P1_NOEVENT.
Select the
Apply
button to execute the model
In the
Update will attempt to merge the runs together
dialog box, choose the
Delete
option to remove
output rows from the previous run.
Result
: The predicted data is written back to the SAP HANA schema SAP_RDS_PA_CPG as tables.
To view the results in SAP Predictive Analytics, select the table created in the predict phase.
Demand Data Analysis
In this use case, we are identifying what products are doing well in a particular region and how well they are
selling across different segments of population in those communities.
The following section describes configuration for two scenarios. The solution preconfigured content is provided in
LUMS format files for each scenario. There are no dependencies and scenarios can be deployed individually or
together, depending on your needs.
Expert Analytics
Demand Forecasting
Select the LUMS for Consumer Demand Forecasting
a. Launch Expert Analytics in SAP Predictive Analytics. Open menu File and choose Import to
folder and import or if the LUMS file is already imported browse through the Documents list for
Consumer_Demand_Forecasting_Analysis.lums or
Consumer_Demand_Forecasting_Analysis_DSiM.lums (for SAP Demand Signal Management
data) file.
b. In the dialog box, enter the SAP HANA server details, your user name, and password.
Verify the data
a. Choose Prepare panel to ensure that the data has loaded properly.
Switch to the
Predict
panel to view the predictive model.
Select
Filter
in the
analysis panel
a. Choose
Configure Settings
b. Select Row Filter and update the value and Validate
Adjust the
HANA Triple Exponential Smoothing independent cols
Algorithm Component
a. Choose Configure Settings
b. Select Output Mode: Forecast
c. Select Target Variable
d. Select Period Custom
e. Select Period Per Year
