In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naïve Bayes and Parzen-Rosenblatt Window.
Alexios KoutsoukasRobert LoweYasaman KalantarMotamediHamse Y. MussaWerner KlaffkeJohn B. O. MitchellRobert C. GlenAndreas BenderPublished in: J. Chem. Inf. Model. (2013)
Keyphrases
- multi class
- bayes classifiers
- data sets
- bayes classifier
- support vector machine
- feature selection
- multiclass classification
- pairwise
- multiclass problems
- cost sensitive
- density estimation
- cost sensitive classification
- binary classification
- binary classification problems
- multiple classes
- perceptron algorithm
- multi class classification
- multi class classifier
- knn
- training data
- multiclass learning
- data mining
- multiclass support vector machines
- error correcting output codes
- bayesian classifiers
- binary classifiers
- decision trees
- machine learning