MetaPrep: Data preparation pipelines recommendation via meta-learning.
Fernando Rezende ZagattiLucas Cardoso SilvaLucas Nildaimon dos Santos SilvaBruno Silva SetteHelena de Medeiros CaseliDaniel LucrédioDiego Furtado SilvaPublished in: ICMLA (2021)
Keyphrases
- meta learning
- data preparation
- data mining
- feature selection
- knowledge discovery in databases
- preprocessing
- machine learning
- knowledge discovery
- inductive learning
- learning tasks
- data quality
- model selection
- machine learning algorithms
- data analysis
- collaborative filtering
- pattern discovery
- knowledge discovery and data mining
- recommender systems
- decision trees
- web usage mining
- base classifiers
- user preferences
- data sets
- background knowledge
- process model
- knowledge base
- case study
- association rules
- business processes
- learning algorithm
- data mining techniques
- object oriented
- data warehouse
- multi class