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Table 6 Tukey’s HSD Test (PosCounts)

From: Investigating class rarity in big data

Case study

Learner

GBT

LR

RF

Sampling

AUC

AUPR

GM

AUC

AUPR

GM

AUC

AUPR

GM

a. Medicare Part B

50

d

d

–

e

e

–

f

d

–

100

c

d

–

de

e

–

e

d

–

200

b

cd

–

cd

de

–

d

cd

–

300

ab

cd

–

bc

cd

–

d

cd

–

400

ab

cd

–

abc

cde

–

cd

cd

–

500

a

bc

–

abc

bc

–

c

cd

–

750

ab

abc

–

ab

bc

–

bc

bc

–

1000

a

ab

–

abc

ab

–

ab

b

–

All

a

a

–

a

a

–

a

a

–

b. POSTSlowloris Combined

50

abc

f

d

abc

h

f

abc

g

–

100

bc

e

c

a

g

f

a

f

–

200

ab

de

ab

ab

f

e

ab

e

–

300

abc

cd

abc

abc

e

d

cd

d

–

400

c

b

a

c

d

c

cd

c

–

500

ab

bc

abc

abc

c

ab

bcd

c

–

750

a

b

ab

ab

b

ab

cd

b

–

1000

a

b

bc

abc

b

bc

abcd

b

–

All

a

a

a

bc

a

a

d

a

–