Improving Support Vector Machine Performance using Modified Similarity Distance Plotting-Data Reduction
The Support Vector Machine (SVM) is well-regarded for its high classification accuracy, but its computational efficiency is often challenged by large datasets. To address this, we introduce the Similarity Distance Plotting-Data Reduction (SDP-DR) method, a novel instance selection technique aimed at...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
University of Bahrain
2025
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/50777/1/Improving%20Support.pdf http://ir.unimas.my/id/eprint/50777/ https://journal.uob.edu.bh/items/d9950900-7e0b-4bce-ade3-a99ffdcebff3 http://dx.doi.org/10.12785/ijcds/1571153312 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|