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We tested the results obtained by the non-invasive test in Table 8.If the results are compared to the Subset-A of Cleveland, some classifiers computed greater values than logistic regression, NB, and SVM.The features involved were the thallium heart scan (THAL), the number of major vessels colored by fluoroscopy (CA), and whether exercise-induced angina (EXANG).
We tested the results obtained by the non-invasive test in Table 8. The features involved were the thallium heart scan (THAL), the number of major vessels colored by fluoroscopy (CA), and whether exercise-induced angina (EXANG). In the case of Cleveland, these features had high data quality. If the results are compared to the Subset-A of Cleveland, some classifiers computed greater values than logistic regression, NB, and SVM. For Hungarian, CA did not exist, and THAL had a weak representation with only 9.5% completed. As a result, a deficient performance is reasonable considering the lack of information. In the case of CH, the representation of THAL was 53.5%. Some classifiers, such as DT, GBT, and NB, achieved competitive results.
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