Author/Editor | Demšar, Janez; Zupan, Blaž; Kattan, M W; Beck, J R; Bratko, Ivan | |
Title | Naive Bayesian-based nomogram for prediction of prostate cancer recurrence | |
Type | članek | |
Source | In: Kokol P, Zupan B, Stare J, et al, editors. Medical informatics Europe '99. Amsterdam: IOS press, | |
Publication year | 1999 | |
Volume | str. 436-41 | |
Language | eng | |
Abstract | This paper introduces a schema with naive-Bayesian classifier and patient weighting technique to develop a prostate cancer recurrence prediction model from patient data. We propose the graphical presentation of naive-Bayesian classifier with a nomogram, which can be used both for prediction or can provide means to data analysis. The resulting model was experimentally evaluated; the results were favorable both in terms of interpretabilitv and predictive accuracy. | |
Descriptors | PROSTATIC NEOPLASMS BAYES THEOREM RECURRENCE SURVIVAL ANALYSIS |