Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data.
Baolin WuTom AbbottDavid FishmanWalter McMurrayGil MorKathryn L. StoneDavid WardKenneth R. WilliamsHongyu ZhaoPublished in: Bioinform. (2003)
Keyphrases
- statistical methods
- ovarian cancer
- mass spectrometry data
- statistical analysis
- mass spectrometry
- machine learning methods
- machine learning
- cancer diagnosis
- cancer classification
- pattern classification
- computational methods
- gene selection
- early detection
- pattern recognition
- decision trees
- feature selection
- risk factors
- classification accuracy
- statistical tests
- high accuracy
- biological data
- microarray data
- random forest
- microarray
- support vector machine svm
- feature vectors
- model selection
- support vector machine
- feature space
- databases