Detection of Influential Observations in Spatial Regression Model Based on Outliers and Bad Leverage Classification.
Ali Mohammed BabaHabshah MidiMohd Bakri AdamNur Haizum Abd Abd RahmanPublished in: Symmetry (2021)
Keyphrases
- model selection
- support vector
- classification accuracy
- classification method
- classification models
- image classification
- robust detection
- automatic detection
- false positives
- automatic classification
- pattern recognition
- mammogram images
- svm classifier
- spatial information
- classification scheme
- support vector machine svm
- training samples
- regression problems
- novelty detection
- object detection
- feature extraction and classification
- feature vectors
- detecting outliers
- feature extraction
- feature selection
- machine learning
- regression analysis
- numeric values
- gaussian processes
- neural network
- detection rate
- class labels
- regression model
- text classification
- support vector machine
- support vector regression
- cross validation
- spatial objects
- feature set
- supervised learning
- regression algorithm
- semi supervised
- training set
- decision trees
- learning algorithm