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Sample of features by type for the influenza review.
Note: For alphabetic and alphanumeric+ sets, features with an underscore between pairs of words came from titles. For the indexing set, features mainly came from MeSH and... -
Mean performance of the cNB classifier by systematic review and feature set.
aBaseline F3 (%): Ameloblastoma = 40.20; Influenza = 38.96; Galactomannan = 31.00; Malaria = 58.82; Organ transplant = 32.03. All mean F3 values surpassed the baseline values,... -
Feature set size by systematic review before and after filtering for informat...
aIG = information gain.bSR = systematic review.cA and B refer to random halves of the data. -
Results S1 - Feature Engineering and a Proposed Decision-Support System for S...
Review by Feature Set Results. A more detailed presentation of the performance results for B|A and A|B independent tests, as well as mean performance. Results are presented for...
