Minimizing Dataset Size Requirements for Machine Learning
abstract: Machine learning methodologies are widely used in almost all aspects of software engineering. An effective machine learning model requires large amounts of data to achieve high accuracy. The data used for classification is mostly labeled, which is difficult to obtain. The dataset requires...
| Other Authors: | |
|---|---|
| Format: | Dissertation |
| Language: | English |
| Published: |
2017
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/2286/R.I.44214 |