Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data.
Frank G. GlavinMichael G. MaddenPublished in: AICS (2009)
Keyphrases
- data analysis
- statistical analysis
- database
- pattern recognition
- data collection
- raw data
- missing data
- data sets
- empirical data
- data points
- feature extraction
- high quality
- measurement error
- correlation analysis
- original data
- data mining techniques
- knowledge discovery
- prior knowledge
- decision trees
- input data
- text classification
- dimensionality reduction
- knn
- training samples
- image data
- spatial data
- data acquisition
- data quality
- feature vectors
- training data