Recognition of pests on crops with a random subspace classifier.
Lucero Roldán SerratoTetyana BaydykErnst M. KussulAlberto Escalante-EstradaMaria Teresa Gonzalez RodriguezPublished in: IWOBI (2015)
Keyphrases
- random subspace
- nearest neighbor classifiers
- classifier fusion
- random forest
- subspace methods
- recognition rate
- random sampling
- ensemble methods
- ensemble learning
- classifier ensemble
- recognition accuracy
- majority voting
- recognition algorithm
- comparative analysis
- decision trees
- training data
- pattern recognition
- feature subspace
- feature space
- face recognition
- selective sampling
- feature extraction
- individual classifiers
- nearest neighbor classifier
- nearest neighbor
- class labels
- fusion scheme
- machine learning
- svm classifier
- machine learning methods
- fusion methods
- personal identification
- nearest neighbor classification
- multiple classifier systems
- feature fusion
- random forests
- base classifiers
- semi supervised learning