Machine Learning Techniques

Author

Year

Disease

Resource of Data Set

Tool

Accuracy

Naive Bayes

Ba-Alwi and Hintaya,

2013

Hepatitis Disease

UCI

WEKA

96.52%

Naive Bayes updateable

84%

FT

87.10%

K Star

83.47%

J48

83%

LMT

83.6%

NN

70.41%

Naive Bayes

Karlik

2011

Hepatitis Disease

UCI

Rapid Miner

97%

Feed forward NN with Back propagation

98%

C4.5

Sathyadevi

2011

Hepatitis Disease

UCI

WEKA

71.4%

ID3

64.8%

CART

83.2%