Non-Contact REM Sleep Estimation Correction by Time-Series Confidence of Predictions: From Binary to Continuous Prediction in Machine Learning for Biological Data.
Iko NakariNaoya MatsudaKeiki TakadamaPublished in: EMBC (2022)
Keyphrases
- biological data
- conformal prediction
- machine learning
- statistical methods
- continuous valued
- data analysis
- high throughput
- confidence estimates
- molecular biology
- knowledge discovery
- short term prediction
- protein interaction
- biological networks
- systems biology
- data sources
- microarray data
- huge volume of data
- data integration
- metabolic pathways
- protein protein interactions
- feature selection
- databases
- parameter estimation
- natural language processing
- machine learning algorithms
- biological sequences
- biological information
- decision trees
- data mining
- mining graph data
- computational biology
- machine learning methods
- microarray
- statistical analysis
- escherichia coli
- learning algorithm
- data sets