Table 10 Performance results of case-based reasoning for algorithm selection

Dataset 1

cardiotocographt-10clas

1

Dataset 2

cars

1

Dataset 3

cars_with_names

2

Dataset 4

CastMetal1

1

Dataset 5

chess-small

1

Dataset 6

cholesterol

1

Dataset 7

chscase-adopt

3

Dataset 8

chscase-census2

3

Dataset 9

chscase-census3

2

Dataset 10

chscase-census5

1

Dataset 11

chscase-census6

2

Dataset 12

chscase-funds

1

Dataset 13

chscase-geyser1

1

Dataset 14

hscase-health

1

Dataset 15

chscase-vine1

1

Dataset 16

chscase-vine2

3

Dataset 17

chscase-whale

1

Dataset 18

cjs

1

Dataset 19

cleveland

1

Dataset 21

climate-simulation-crac

3

Dataset 22

cloud

3

Dataset 23

cm1_req

1

Dataset 24

cmc

1

Dataset 25

horse-colic

1

Dataset 26

horse-colic.ORIG

2

Dataset 27

colleges-aaup

1

Dataset 28

colleges-usnews

2

Dataset 29

collins

1

Dataset 30

onfidence

2

Dataset 31

ontact-lenses

9

Dataset 32

contraceptive

3

Dataset 33

costamadre1

1

Dataset 34

cps_85_wages

3

Dataset 35

cpu

3

Dataset 36

cpu_act

1

Dataset 37

cpu_small

1

Dataset 38

credit-rating

3

Dataset 39

crx

4

Dataset 40

DATATRIEVE

1

Dataset 41

dbworld-subjects-stemme

1

Dataset 42

dbworld-subjects

1

Dataset 43

delta_ailerons

1

Dataset 44

dermatology

1

Dataset 45

desharnais.csv-weka.fil

2

Dataset 46

pima_diabetes

1

Dataset 47

diggle-Table_A1_Luteniz

2

Dataset 48

disclosure-X_BIAS

1

Dataset 49

disclosure-X_NOISE

4

Dataset 50

disclosure-X_TAMPERED

3

Dataset 51

disclosure-Z

3

Dataset 52

dresses-sales

1

Dataset 53

eastWest

1