Identification of High-Reliability Regions of Machine Learning Predictions Based on Materials Chemistry.
Evan M. AskenaziEmanuel A. LazarIlya GrinbergPublished in: J. Chem. Inf. Model. (2023)
Keyphrases
- high reliability
- machine learning
- high precision
- low cost
- low overhead
- automatic identification
- remote control
- real time
- machine learning methods
- learning algorithm
- machine learning algorithms
- support vector machine
- machine learning approaches
- image regions
- input image
- natural language processing
- pattern recognition
- data mining
- knowledge discovery
- decision trees
- feature selection
- region of interest
- inductive learning
- conformal prediction
- image pixels
- learning tasks
- statistical methods
- knowledge representation
- data analysis
- computer science
- training data
- computer vision
- neural network