Automated Data Pre-processing via Meta-learning.
Besim BilalliAlberto AbellóTomàs Aluja-BanetRobert WrembelPublished in: MEDI (2016)
Keyphrases
- meta learning
- data pre processing
- data mining
- feature selection
- learning tasks
- inductive learning
- preprocessing
- data analysis
- data preparation
- decision trees
- model selection
- pattern extraction
- machine learning
- decision tree algorithm
- machine learning algorithms
- data mining process
- dimension reduction
- base classifiers
- knowledge discovery
- learning algorithm
- text categorization
- metamodel
- missing values
- database
- unsupervised learning
- image classification
- data sets