An Interpretable Extreme Gradient Boosting Model to Predict Ash Fusion Temperatures

An Interpretable Extreme Gradient Boosting Model to Predict Ash Fusion Temperatures

The hemispherical temperature (HT) is the most important indicator representing ash fusion temperatures (AFTs) in the Polish industry to assess the suitability of coal for combustion as well as gasification purposes. It is important, for safe operation and energy saving, to know or to be able to pre...

Full description

Bibliographic Details
Main Authors: Maciej Rzychoń, Alina Żogała, Leokadia Róg
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Minerals
Subjects:
ash fusion temperature
XGBoost
feature importance
partial dependence plots
chemical ash composition
Online Access:https://www.mdpi.com/2075-163X/10/6/487

Similar Items

Similar Items