Theoretical, Statistical, and Practical Perspectives on Pattern-based Classification Approaches to the Analysis of Functional Neuroimaging Data.
Alice J. O'TooleFang JiangHervé AbdiNils PenardJoseph P. DunlopMarc A. ParentPublished in: J. Cogn. Neurosci. (2007)
Keyphrases
- statistical analysis
- data analysis
- data collection
- data sets
- database
- preprocessing steps
- contingency tables
- correlation analysis
- raw data
- image data
- decision trees
- statistical inference
- statistical methods
- training data
- real world
- model selection
- pattern classification
- machine learning
- feature vectors
- data mining techniques
- descriptive statistics
- knowledge discovery
- data points
- feature extraction
- high dimensional data
- brain activity
- correspondence analysis
- data structure
- classification models
- class labels
- training samples
- supervised learning
- multi class
- classification accuracy