Hiding Decision Tree Rules in a Diabetes Data Set using a Java-based prototype of the LDH Algorithm

Data Files

Early stage diabetes risk prediction dataset*
Early stage diabetes risk prediction dataset (No Age)- Original
Original WEKA model by using J48
Original DT by using J48

Early stage diabetes risk prediction dataset (No Age)- Exp.1
DT by using J48- Exp.1
Early stage diabetes risk prediction dataset (No Age)- Exp.2


DT by using J48- Exp.2

Early stage diabetes risk prediction dataset (No Age)- Exp.3


DT by using J48- Exp.3

Early stage diabetes risk prediction dataset (No Age)- Exp.4


DT by using J48- Exp.4

Early stage diabetes risk prediction dataset (No Age)- Exp.5


DT by using J48- Exp.5

Early stage diabetes risk prediction dataset (No Age)- Exp.6

DT by using J48- Exp.6

Early stage diabetes risk prediction dataset (No Age)- Exp.7


DT by using J48- Exp.7

Early stage diabetes risk prediction dataset (No Age)- Exp.8


DT by using J48- Exp.8

*Early stage diabetes risk prediction dataset

Weka 3: Data Mining Software in Java