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Table 6 Normalized fuzzy-decision matrix

From: Selection of data analytic techniques by using fuzzy AHP TOPSIS from a healthcare perspective

Factors/Alternatives

F1

(Capture)

F2

(Cleaning)

F3

(Storage)

F4

(Security)

F5

(Stewardship)

F6

(Querying)

F7

(Reporting)

F8

(Visualization)

F9

(Updating)

F10

(Sharing)

ALT1

(Descriptive Analytics)

(0.5000, 0.8000, 1.0000)

(0.4800, 0.7000, 0.9000)

(0.4800, 0.7000, 0.9000)

(0.2800, 0.5000, 0.7000)

(0.4800, 0.7000, 0.9000)

(0.4800, 0.7000, 0.9000)

(0.2800, 0.5000, 0.7000)

(0.4800, 0.7000, 0.9000)

(0.4800, 0.7000, 0.9000)

(0.2800, 0.5000, 0.7000)

ALT2

(Diagnostic Analytics)

(0.6000, 0.8000, 1.0000)

(0.5000, 0.7000, 0.9000)

(0.4100, 0.6000, 0.8400)

(0.2800, 0.5000, 0.7200)

(0.5000, 0.7200, 0.9400)

(0.4000, 0.6000, 0.8400)

(0.2800, 0.5000, 0.7200)

(0.5000, 0.7200, 0.9400)

(0.4100, 0.6300, 0.8400)

(0.2800, 0.5000, 0.7000)

ALT3

(Predictive Analytics)

(0.5000, 0.7000, 0.9000)

(0.3900, 0.6000, 0.8000)

(0.4000, 0.6500, 0.8600)

(0.3300, 0.5400, 0.7600)

(0.3900, 0.6000, 0.8300)

(0.4400, 0.6500, 0.8600)

(0.3300, 0.5400, 0.7600)

(0.3900, 0.6100, 0.8300)

(0.4400, 0.6500, 0.8600)

(0.3000, 0.5000, 0.7600)

ALT4

(Prescriptive Analytics)

(0.6000, 0.8000, 1.0000)

(0.5000, 0.7000, 0.9500)

(0.5000, 0.7200, 0.9000)

(0.3500, 0.5700, 0.7800)

(0.5200, 0.7400, 0.9500)

(0.5000, 0.7200, 0.9100)

(0.3500, 0.5700, 0.7800)

(0.5200, 0.7400, 0.9500)

(0.5000, 0.7200, 0.9100)

(0.3500, 0.5700, 0.7800)

ALT5

(Discovery Analytics)

(0.5000, 0.7000, 1.0000)

(0.4000, 0.6500, 0.8700)

(0.4000, 0.6000, 0.8500)

(0.2800, 0.5000, 0.7200)

(0.4400, 0.6500, 0.8700)

(0.4100, 0.6300, 0.8500)

(0.2800, 0.5000, 0.7200)

(0.4400, 0.6500, 0.8700)

(0.4100, 0.6300, 0.8500)

(0.2800, 0.5000, 0.7000)

ALT6

(Regression)

(0.5000, 0.8000, 1.0000)

(0.4800, 0.7000, 0.9000)

(0.4600, 0.6700, 0.8800)

(0.2700, 0.4800, 0.7000)

(0.4800, 0.7000, 0.9100)

(0.4600, 0.6700, 0.8800)

(0.2700, 0.4800, 0.7000)

(0.4800, 0.7000, 0.9100)

(0.4600, 0.6700, 0.8800)

(0.2700, 0.4800, 0.7000)

ALT7

(Cohort Analytics)

(0.5000, 0.7000, 0.9000)

(0.3900, 0.6000, 0.8300)

(0.4000, 0.6500, 0.8600)

(0.3300, 0.5400, 0.7600)

(0.3900, 0.6100, 0.8300)

(0.4400, 0.6500, 0.8600)

(0.3300, 0.5400, 0.7600)

(0.3900, 0.6100, 0.8300)

(0.4400, 0.6500, 0.8600)

(0.3000, 0.5400, 0.7600)

ALT8

(Inferential Analytics)

(0.6000, 0.8000, 1.0000)

(0.5000, 0.7000, 0.9500)

(0.5000, 0.7000, 0.9100)

(0.3500, 0.5700, 0.7800)

(0.5200, 0.7400, 0.9500)

(0.5000, 0.7200, 0.9100)

(0.3500, 0.5700, 0.7800)

(0.5200, 0.7400, 0.9500)

(0.5000, 0.7200, 0.9100)

(0.3500, 0.5700, 0.7800)

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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