Conformal prediction and anomaly detection for early sepsis prediction
Wang, Kevin (A.A. 2024/2025) Conformal prediction and anomaly detection for early sepsis prediction. Tesi di Laurea in Data analysis for business, Luiss Guido Carli, relatore Alessia Caponera, pp. 24. [Bachelor's Degree Thesis]
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Abstract/Index
Literature review. Sepsis and medical overview. Machine learning overview. Introduction to conformal prediction. Mathematical overview for CP. Types of conformal prediction. Methodology and application. Exploratory data analysis. Models application. ICP application. Results and discussion.
References
Bibliografia: p. 24.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Management and Computer Science, English language (L-18) |
| Chair: | Data analysis for business |
| Thesis Supervisor: | Caponera, Alessia |
| Academic Year: | 2024/2025 |
| Session: | Summer |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 26 Nov 2025 15:12 |
| Last Modified: | 26 Nov 2025 15:12 |
| URI: | https://tesi.luiss.it/id/eprint/44092 |
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