Prevention of Leakage in Machine Learning Prediction for Polymer Composite Properties.
Hajime ShimakawaAkiko KumadaMasahiro SatoPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- machine learning
- prediction accuracy
- pattern recognition
- artificial intelligence
- recursive neural networks
- reinforcement learning
- structural properties
- machine learning algorithms
- desirable properties
- natural language processing
- learning algorithm
- physico chemical
- data mining
- machine learning and data mining
- feature selection
- protein secondary structure prediction
- prediction model
- prediction algorithm
- text classification
- predictive modeling
- explanation based learning
- machine learning approaches
- inductive learning
- knowledge acquisition
- database
- computational intelligence
- natural language
- case study
- decision trees
- genetic algorithm
- information retrieval
- real time