Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE.
Pedro T. Cutrim dos SantosFernando HenríquezVenicius GarciaVictor Rogério Sousa FerreiraAntonino C. dos Santos NetoJohnatan Carvalho SouzaCaio ManfrediniJoão Vitor Ferreira FrançaJosé M. C. BoaroGeraldo Braz JuniorAristófanes C. SilvaAnselmo Cardoso de PaivaMilton S. L. de OliveiraErika W. B. A. L. AlvesRenato U. Moreira e MoraesJosé S. Sobral NetoPublished in: SMC (2020)
Keyphrases
- multi class
- outcome prediction
- breast cancer
- genomic data
- multi class classification
- support vector machine
- cost sensitive
- multiclass classification
- multiclass learning
- pairwise
- gene expression datasets
- binary classification
- multiclass problems
- multiclass support vector machines
- error correcting output codes
- feature selection
- perceptron algorithm
- multiple classes
- base classifiers
- data mining
- data sets
- text categorization