Prediction Performance Analysis for ML Models Based on Impacts of Data Imbalance and Bias.
Chunlan GaoYong ShiPublished in: ACM Southeast Regional Conference (2024)
Keyphrases
- experimental data
- database
- data sets
- image data
- high quality
- prior knowledge
- synthetic data
- predictive model
- training samples
- training data
- historical data
- neural network
- prediction accuracy
- data mining techniques
- sensor data
- missing data
- model selection
- data processing
- empirical data
- probability distribution
- data sources
- accurate models
- prediction model
- statistical methods
- correlation analysis
- models built
- meteorological data
- statistical analysis
- data collection
- input data
- small number
- end users
- probabilistic model
- active learning
- data analysis
- data structure