Boolean Factor Analysis for Data Preprocessing in Machine Learning.
Jan OutrataPublished in: ICMLA (2010)
Keyphrases
- factor analysis
- data preprocessing
- machine learning
- data mining
- feature selection
- preprocessing
- preprocessing step
- cluster analysis
- independent component analysis
- discriminant analysis
- text classification
- data cleaning
- web usage mining
- data analysis
- statistical tests
- matrix factorization
- machine learning algorithms
- knowledge discovery
- feature ranking
- pattern recognition
- decision trees
- computer vision
- text mining
- learning algorithm
- neural network
- principal component analysis
- linear discriminant analysis
- machine learning methods
- data mining techniques
- natural language processing
- databases
- statistically significant
- unsupervised learning
- model selection
- statistical methods
- data sets
- collaborative filtering
- supervised learning
- support vector machine
- data sources
- support vector
- face recognition