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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