Models
This page explains how you can score models.
Contents
Overview
After models are added and configured in TIBCO ModelOps, they become available for approval, and can be deployed as a scoring service.
The Models page provides a model-centric view of artifacts in TIBCO ModelOps. The Models page displays the following details:
Supported Models
The table below shows the types of models supported in scoring flow.
| Model Name | Model Type Code | Extension | Content Types | Description |
|---|---|---|---|---|
| Predictive Model Markup Language | PMML | pmml | application/xml | A Predictive Model Markup Language file. |
| Python Binary | PYTHON_BINARY | pyb | application/octet-stream | A Python Binary file. |
| Python Script | PYTHON_SCRIPT | py | text/plain | A Python Script file. |
| R Data | R_DATA | rdata,rda | application/octet-stream | An R Data file. Default extension: rdata. |
| R Object | R_OBJECT | rds | application/octet-stream | An R Object file. Default extension: rds. |
| Statistica Model | STATISTICA | sdm | application/octet-stream | A Statistica Model file. |
| TensorFlow Graph | TENSORFLOW_GRAPH | tfg, pb | application/octet-stream | A TensorFlow Graph file. Default extension: tfg. |
| TensorFlow Model | TENSORFLOW_MODEL | tfm, pb | application/octet-stream | A TensorFlow Model file. Default extension: tfm. |
The table below shows the types of models supported for Streaming nodes.
| Model Name | Model Type Code | Extension | Content Types | Description |
|---|---|---|---|---|
| H2O POJO | H2O | pojo | text/plain | An H2O Plain Old Java Object file. |
| Predictive Model Markup Language | PMML | pmml | application/xml | A Predictive Model Markup Language (PMML) file. |
| Python Binary | PYTHON_BINARY | pyb | application/octet-stream | A Python Binary file. |
| Python Script | PYTHON_SCRIPT | py | text/plain | A Python Script file. |
| R Data | R_DATA | rdata,rda | application/octet-stream | An R Data file. Default extension: rdata. |
| R Object | R_OBJECT | rds | application/octet-stream | An R Object file. |
| R Script | R_SCRIPT | r | text/plain | An R script file. |
| Statistica Model | STATISTICA | sdm | application/octet-stream | A Statistica Model file. |
| TensorFlow Graph | TENSORFLOW_GRAPH | tfg, pb | application/octet-stream | A TensorFlow Graph file. Default extension: tfg. |
| TensorFlow Model | TENSORFLOW_MODEL | tfm, pb | application/octet-stream | A TensorFlow Model file. Default extension: tfm. |