Evaluation and classification of otoneurological data with new data analysis methods based on machine learning.
Markku SiermalaMartti JuholaJorma LaurikkalaKati IltanenErna KentalaIlmari PyykköPublished in: Inf. Sci. (2007)
Keyphrases
- data analysis
- machine learning
- machine learning methods
- statistical methods
- high dimensional data
- data collection
- data sets
- bayesian methods
- decision trees
- pattern recognition
- benchmark datasets
- data mining methods
- data processing
- data mining techniques
- data mining
- knowledge discovery
- preprocessing
- data mining applications
- supervised learning
- data pre processing
- machine learning algorithms
- data analysis tasks
- multi class
- big data
- noisy data
- missing values
- database
- data visualization
- machine learning approaches
- dimensionality reduction methods
- classification systems
- classification decisions
- classification method
- cross validation
- support vector machine svm
- data points
- classification accuracy
- data sources
- training set
- data structure
- feature extraction