Duongdearn Suwanjinda
Biographic Data
| ID | 10121258 |
|---|---|
| NAME | Duongdearn Suwanjinda |
| GIVEN NAMES | Duongdearn |
| FAMILY NAME | Suwanjinda |
| SIGNATURE | SUWANJINDA D |
| AFFILIATIONS | Sukhothai Thammathirat Open University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Unraveling the threads of adaptability
This study evaluated the performance of several machine learning classifiers—Decision Tree, Random Forest, Logistic Regression, Gradient Boosting, SVM, KNN, and Naive Bayes—for adaptability classification in online and onsite learning environments. Decision Tree and Random Forest models achieved the highest accuracy of 0.833, with balanced precision, recall, and F1-scores, indicating strong, overall performance. In contrast, Naive Bayes, while ha…
No prominent works on this page.
Unraveling the threads of adaptability
This study evaluated the performance of several machine learning classifiers—Decision Tree, Random Forest, Logistic Regression, Gradient Boosting, SVM, KNN, and Naive Bayes—for adaptability classification in online and onsite learning environments. Decision Tree and Random Forest models achieved the highest accuracy of 0.833, with balanced precision, recall, and F1-scores, indicating strong, overall performance. In contrast, Naive Bayes, while ha…
Adaptability (1 works) · Biology (1 works) · Computer Science (1 works) · Computer security (1 works) · Ecology (1 works) · Education and Learning Interventions (1 works) · Mathematics education (1 works) · Online and Blended Learning (1 works) · Online Learning and Analytics (1 works) · Psychology (1 works)