Abstract
We present a hybrid constructive model of induction. As a benchmark we used a database of rheumatoid arthritis patients. Combining Machine Learning and Clustering algorithms we obtained clinical prediction rules. Our model creates new features thru clustering methods, improving traditional ML methods.
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CITATION STYLE
Sanandrés, J. A., Maojo, V., Crespo, J., & Gómez, A. (2001). A clustering-based constructive induction method and its application to Rheumatoid arthritis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2101, pp. 59–62). Springer Verlag. https://doi.org/10.1007/3-540-48229-6_8
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