Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow.
Son Gyo JungGuwon JungJacqueline M. ColePublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- feature selection
- prediction accuracy
- data driven
- text classification
- text categorization
- prediction scheme
- feature extraction
- prediction algorithm
- feature set
- method for feature selection
- data sets
- prediction model
- statistical models
- mutual information
- statistical analysis
- fully automatic
- workflow management systems
- models built
- semi automatic
- information theoretic
- learning materials
- information gain
- random forests
- statistical information
- workflow management
- support vector
- decision trees
- web services