Databases Reference
In-Depth Information
Table 3.4.
Classification accuracy obtained from ENN.
Databases
Hit Percentage
Hit percentage
in the training set
in the test set
AUSTRA
Set1
94.78
87.24
Set2
93.33
86.66
Average
94.05
86.95
BALANCE
Set1
73.07
64.21
Set2
68.05
75.32
Average
70.56
69.76
CREDIT
Set1
82.00
75.60
Set2
83.00
73.20
Average
82.50
74.40
HABERMAN
Set1
75.16
74.51
Set2
75.16
72.54
Average
75.16
73.52
HOUSE
Set1
97.70
94.47
Set2
94.47
94.03
Average
96.08
94.25
IRIS
Set1
100.00
97.33
Set2
97.33
97.33
Average
98.66
97.33
MONK
Set1
79.03
61.29
Set2
100.00
91.93
Average
89.51
76.61
PIMA
Set1
85.41
73.43
Set2
82.81
75.26
Average
84.11
74.34
WBC
Set1
97.70
96.85
Set2
97.42
97.13
Average
97.56
96.99
WINE
Set1
100.00
96.62
Set2
93.25
97.75
Average
96.62
97.19
