---
'[object Object]': null
pipeline_tag: tabular-regression
library: xgboost
---

# Model Card for HIVE-XGB

Use XGBoost to infer coefficients for a PCA model, based on time and 
parameter dependence. The inferred coefficients are then used to reconstruct
a field (such as temperature).

## Model Details

### Model Description

**TODO** Add longer description

- **Developed by:** Josh Williams
- **Funded by:** Fusion Computing Lab
- **Model type:** XGBoost+PCA
- **License:** {{ license | default("[More Information Needed]", true)}}

### Model Sources [optional]

<!-- Provide the basic links for the model. -->

- **Repository:** {{ repo | default("[More Information Needed]", true)}}
- **Paper [optional]:** {{ paper | default("[More Information Needed]", true)}}
- **Demo [optional]:** {{ demo | default("[More Information Needed]", true)}}

## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->

### Direct Use

<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->

{{ direct_use | default("[More Information Needed]", true)}}

### Downstream Use [optional]

<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->

{{ downstream_use | default("[More Information Needed]", true)}}


## Bias, Risks, and Limitations

<!-- This section is meant to convey both technical and sociotechnical limitations. -->
Currently the model is limited to three parameters: heat-transfer coefficient on inner pipe, current, and electrical conducitivity.

## How to Get Started with the Model

Use the code below to get started with the model.

{{ get_started_code | default("[More Information Needed]", true)}}

## Training Details

### Training Data


## Citation [optional]

<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**TODO**

## Model Card Authors [optional]

Josh Williams

## Model Card Contact

firstname dot lastname at stfc dot ac dot uk