Investigation of a Data Split Strategy Involving the Time Axis in Adverse Event Prediction Using Machine Learning.
Katsuhisa MoritaTadahaya MizunoHiroyuki KusuharaPublished in: J. Chem. Inf. Model. (2022)
Keyphrases
- machine learning
- data sets
- database
- data analysis
- data sources
- raw data
- high quality
- sensor data
- synthetic data
- data points
- knowledge discovery
- machine learning algorithms
- statistical analysis
- data collection
- input data
- data processing
- data quality
- events occurring
- prediction accuracy
- data structure
- training data
- artificial intelligence
- natural language processing
- computer systems
- model selection
- small number
- information extraction
- image data
- end users
- experimental data
- reinforcement learning
- historical data