Autorank: A Python package for automated ranking of classifiers.
Steffen HerboldPublished in: J. Open Source Softw. (2020)
Keyphrases
- accurate classification
- diversity measures
- ranking algorithm
- semi automated
- web search
- open source
- decision trees
- training data
- learning to rank
- feature selection
- supervised classification
- programming language
- naive bayes
- test set
- ranking functions
- feature ranking
- class membership
- support vector
- link analysis
- svm classifier
- classification algorithm
- probability estimation
- linear classifiers
- classification systems
- pairwise classification
- data sets
- open source software
- roc curve
- classification models
- machine learning algorithms
- support vector machine
- high level
- ensemble learning
- software package
- training samples
- feature set
- classifier combination
- development tools
- individual features
- training set
- scoring functions
- information retrieval