Analyzing and visualizing Thoracic Surgery Data Set
Recently, the need for machine learning for prediction process is increasing. Creating model for a high number of variables could produce overfitting which affects the accuracy of prediction. For that, this paper focus on analyzing the data before creating models using various statistical test betwe...
| Main Authors: | , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
Universiti Malaya
2018
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/65792/ http://irep.iium.edu.my/65792/2/Data%20Science%20Research%20Symposium%202018.pdf |
| _version_ | 1848786449584881664 |
|---|---|
| author | Bashath, Samar Ismail, Amelia Ritahani |
| author_facet | Bashath, Samar Ismail, Amelia Ritahani |
| author_sort | Bashath, Samar |
| building | IIUM Repository |
| collection | Online Access |
| description | Recently, the need for machine learning for prediction process is increasing. Creating model for a high number of variables could produce overfitting which affects the accuracy of prediction. For that, this paper focus on analyzing the data before creating models using various statistical test between variables. |
| first_indexed | 2025-11-14T17:09:13Z |
| format | Proceeding Paper |
| id | iium-65792 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T17:09:13Z |
| publishDate | 2018 |
| publisher | Universiti Malaya |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-657922018-09-04T06:44:24Z http://irep.iium.edu.my/65792/ Analyzing and visualizing Thoracic Surgery Data Set Bashath, Samar Ismail, Amelia Ritahani QA75 Electronic computers. Computer science Recently, the need for machine learning for prediction process is increasing. Creating model for a high number of variables could produce overfitting which affects the accuracy of prediction. For that, this paper focus on analyzing the data before creating models using various statistical test between variables. Universiti Malaya 2018-07-12 Proceeding Paper NonPeerReviewed application/pdf en http://irep.iium.edu.my/65792/2/Data%20Science%20Research%20Symposium%202018.pdf Bashath, Samar and Ismail, Amelia Ritahani (2018) Analyzing and visualizing Thoracic Surgery Data Set. In: Data Science Research Symposium, Kuala Lumpur. |
| spellingShingle | QA75 Electronic computers. Computer science Bashath, Samar Ismail, Amelia Ritahani Analyzing and visualizing Thoracic Surgery Data Set |
| title | Analyzing and visualizing Thoracic Surgery Data Set |
| title_full | Analyzing and visualizing Thoracic Surgery Data Set |
| title_fullStr | Analyzing and visualizing Thoracic Surgery Data Set |
| title_full_unstemmed | Analyzing and visualizing Thoracic Surgery Data Set |
| title_short | Analyzing and visualizing Thoracic Surgery Data Set |
| title_sort | analyzing and visualizing thoracic surgery data set |
| topic | QA75 Electronic computers. Computer science |
| url | http://irep.iium.edu.my/65792/ http://irep.iium.edu.my/65792/2/Data%20Science%20Research%20Symposium%202018.pdf |