Improved Boosting Algorithms by Pre-Pruning and Associative Rule Mining on Decision Trees for predicting Obstructive Sleep Apnea
An improved Boosting algorithm, named as Boosted PARM-DT, was developed by pre-pruning techniques and Associative Rule Mining (ARM) on decision trees built from the clinical datasets** collected for Obstructive Sleep Apnea (OSA). The Pruned-Associative-Rule-Mined Decision Trees (PARM-DT) developed b...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Scientific Publishers
2017
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/18814/ http://ir.unimas.my/id/eprint/18814/1/Improved%20Boosting%20-%20Copy.pdf |