Feature Selection and Polydispersity Characterization for QSPR Modelling: Predicting a Tensile Property.
Fiorella CraveroSantiago SchustikMaría Jimena MartínezCarlos D. BarrancoMónica Fátima DíazIgnacio PonzoniPublished in: PACBB (2018)
Keyphrases
- feature selection
- text categorization
- classification accuracy
- information gain
- feature selection algorithms
- mutual information
- feature space
- unsupervised learning
- text classification
- feature set
- high dimensionality
- multi class
- feature selection and classification
- finite element
- microarray data
- feature reduction
- method for feature selection
- small sample
- selected features
- microarray classification
- selecting relevant features
- multi task
- feature extraction
- machine learning
- desirable properties
- classification models
- feature subset
- data mining
- bayes classifier
- dimensionality reduction
- support vector machine
- forward selection
- support vector