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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 2 The FScores and the TS values for the different datasets using various hierarchical clustering methods

From: A dockerized framework for hierarchical frequency-based document clustering on cloud computing infrastructures

DatasetFScoreTS-TS Actual
 AverageSingleCompleteWardDianaFBHCAverageSingleCompleteWardDianaFBHC
Classic40.5050.4530.5950.8590.6700.5880.410NA0.4100.000.4100.410
Reviews0.4170.4140.4510.5010.5420.5140.000NA0.0000.0000.0000.000
Tr230.4280.4290.4330.4360.4350.4470.001NA0.3580.2390.218NA
LATimes0.4190.3290.4490.4700.3530.4680.464NA0.4640.4640.4640.016
Tr310.3870.3870.3870.3880.3870.391------
La2s0.2730.2720.2720.2740.2740.274------
WebKb0.4170.4130.4240.5220.4560.4830.068NA0.2760.2760.1660.191
Tr120.2840.2830.2860.2900.2900.305------
Re80.6690.4970.6430.6650.6850.7080.198NA0.0010.1980.0050.006
Tr110.3100.3080.3150.3180.3110.329------
Tr450.2450.2420.2560.2540.2480.254------
Tr410.2940.2940.2930.2940.2950.302------
Oh100.2640.2070.2380.2770.2390.271------
Dmoz-Science0.3270.1540.2890.3940.3220.3970.131NA0.1310.0690.1120.050
Dmoz-Health0.3530.1430.3410.4020.3930.4080.201NA0.0830.2010.1360.019
Re00.3710.3590.3760.3670.3700.381------
Dmoz-Computers0.3510.1000.2800.3710.3430.3650.134NA0.1780.1780.1020.025
Wap0.1880.1810.1860.1880.1900.193------
20 Newsgroups0.5560.0960.4490.5660.5460.5690.064NA0.1020.0640.0610.080
Re10.2100.1980.2100.2120.2110.221------
ACM0.4220.0500.4080.4400.4140.4250.003NA0.2070.1310.0700.034
New3s0.3770.0580.3690.3980.3710.4080.058NA0.2290.2510.0910.019
Opinosis0.3390.0580.3280.3470.3400.3530.020NA0.0010.0160.0700.181
  1. The best results achieved by an algorithm for each one of the datasets are highlighted as boldface, whereas the second highest results are presented in italics