A Data Slicing Method to Improve Machine Learning Model Accuracy in Bankruptcy Prediction.
Ziyuan YePublished in: ICDLT (2021)
Keyphrases
- statistical methods
- input data
- test data
- synthetic data
- high accuracy
- machine learning
- prior knowledge
- data sets
- probabilistic model
- data analysis
- knowledge discovery
- support vector machine
- machine learning methods
- raw data
- high dimensional data
- original data
- model selection
- neural network
- data points
- probability distribution
- classification accuracy
- data mining
- data mining techniques
- dimensionality reduction
- unsupervised learning
- detection algorithm
- object recognition
- training data
- real world
- bankruptcy prediction