Searching for Target-Selective Compounds Using Different Combinations of Multiclass Support Vector Machine Ranking Methods, Kernel Functions, and Fingerprint Descriptors.
Anne Mai WassermannHanna GeppertJürgen BajorathPublished in: J. Chem. Inf. Model. (2009)
Keyphrases
- multi class
- support vector machine
- kernel function
- multiclass classification
- support vector
- kernel methods
- multiclass learning
- binary classification
- svm classifier
- training set
- svm classification
- training data
- support vector regression
- pairwise
- multiclass problems
- binary classifiers
- hyperplane
- support vector machine svm
- feature vectors
- cost sensitive
- cross validation
- support vectors
- decision boundary
- machine learning algorithms
- kernel learning
- feature selection
- perceptron algorithm
- data sets