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Table 2 Tool with best accuracy in tested datasets [36]

From: Knowledge discovery from a more than a decade studies on healthcare Big Data systems: a scientometrics study

BMa Wb Nc CEd BCe SBf Technique
WEKA
(88.04)
RapidMiner
(100)
WEKA
(90.67)
WEKA
(87.58)
RapidMiner
(97.06)
R
(98.01)
NBg
WEKA
(88.00)
RapidMiner
(98.30)
WEKA
(90.32)
KNIME
(86.57)
WEKA
(97.42)
KNIME
(89.91)
R
(90.30)
WEKA
(98.36)
R
(97.30)
WEKA
(95.40)
RapidMiner
(97.60)
WEKA
(93.15)
DTh
R
(90.20)
WEKA
(98.87)
R
(98.10)
WEKA
(95.08)
R
(95.60)
WEKA
(93.24)
R
(89.10)
WEKA
(95.08)
WEKA
(97.52)
R
(91.05)
WEKA
(95.79)
WEKA
(89.00)
KNNi
R
(89.10)
WEKA
94.94
WEKA
(98.37)
WEKA
(93.51)
WEKA
(94.84)
WEKA
(90.76)
  1. aBank Marketing (https://archive.ics.uci.edu/ml/datasets/Bank+Marketing)
  2. bWine (https://archive.ics.uci.edu/ml/datasets/Wine)
  3. cNursery (https://archive.ics.uci.edu/ml/datasets/Nursery)
  4. dCar evaluation (https://archive.ics.uci.edu/ml/datasets/Car+Evaluation)
  5. eBreast Cancer Wisconsin (https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Original))
  6. fSpambase (https://archive.ics.uci.edu/ml/datasets/Spambase)
  7. gNaïve Bayes
  8. hDecision tree
  9. iK nearest neighbor