Table 2

Classification accuracy and interpretability of models on the lung cancer data set.

w1

w2

w3

Number of Rules

Average Rule Length

Testing Accuracy


0.1

0.7

0.2

2

1.5

89.26

0.5

0.1

0.4

6

1.8

90.06

0.5

0.4

0.1

3

2

90.06

0.5

0.2

0.2

3

2

89.93

0.7

0.1

0.2

3

2

91.28

1

0

0

23

2

90.06


Wang and Palade BMC Genomics 2011 12(Suppl 2):S5   doi:10.1186/1471-2164-12-S2-S5

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