Full Text Available
Note: Clicking the button above will open the full text document at the original institutional repository in a new window.
DEVELOPMENT OF ADVANCED DATA SAMPLING SCHEMES TO ALLEVIATE CLASS IMBALANCE PROBLEM IN DATA MINING CLASSIFICATION ALGORITHMS
Classification is the process of finding a set of models that distinguish data classes to predict unknown class label in data mining. The class imbalance problem occurs when standard classifiers are majority-biased while the minority class is ignored. Existing classifiers tend to maximise overall pr...
Saved in:
| Format: | Article |
|---|---|
| Published: |
2015-09
|
| Subjects: | |
| Tags: |
No Tags, Be the first to tag this record!
|