IBM SPSS artifacts

IBM® SPSS® predictive models are provided as artifacts in the predictive folder. A content author can use IBM SPSS Modeler Gold on Cloud to develop new predictive models that meet their business needs and add them to this folder.

Maintenance Streams

Maintenance artifacts in the predictive folder are as follows:

Table 1. Maintenance Streams in predictive folder
Modeler Streams Description

DB_FBA_DATA_PREP.str

Used for data preparation.

DB_FBA_SCORING_EVENT.str

Used for generating an event structure.

DB_FBA_TEST_RESULTS.str

Used for generating test results.

DB_MAINTENANCE_CRT_TABLE.str

Used for Maintenance Analytics.

DB_MAINTENANCE_DATA_PREP.str

Used for data preparation.

DB_MAINTENANCE_EVENTS.str

Used for generating an event structure for Maintenance Analytics.

DB_MAINTENANCE_MODEL.str

Used for the Maintenance Analytics model.

DB_TOPN.str

Used for TopN model.

The predictive\failure folder contains SPSS streams for when the model is FAILURE. It contains streams for both the Featured Based Analytics and the Integration Analytics models. The streams are DB_FBA_DTE_FAILURE.str, DB_FBA_HSE_FAILURE.str, DB_INT_HSE_FAILURE, and DB_INT_DTE_FAILURE.str.

The predictive\stoppage folder contains SPSS streams for when the model is STOPPAGE. It contains streams for both the Featured Based Analytics and the Integration Analytics models. The streams are DB_FBA_DTE_ STOPPAGE.str, DB_FBA_HSE_ STOPPAGE.str, DB_INT_HSE_STOPPAGE, and DB_INT_DTE_ STOPPAGE.str.

The predictive\maintenance folder contains SPSS streams for when the model is MAINTENANCE. It contains streams for both the Featured Based Analytics and the Integration Analytics models. The streams are DB_FBA_DTE_ MAINTENANCE.str, DB_FBA_HSE_ MAINTENANCE.str, DB_INT_HSE_ MAINTENANCE, and DB_INT_DTE_ MAINTENANCE.str.