Working with 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(s) | Content Types | Description |
|---|---|---|---|---|
| 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. |
| 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(s) | 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. |