I need to make program to:
1- Generate draw Tree & translate to If - then rules
2- Compute turning accuracy and use new data into generated decision tree or if- then rule to determine testing accuracy.
3- Applying 7 algorithms of others researchers on the same data to make comparison between me and the other researchers " But if we have one algorithm , we can modify it to get the all of recent algorithms".
A - the output form is : Tree and translation it into IF-Then rules
the attached "[login to view URL]" show the tree, which generated from old program .
B - The format of inputs are two way:
1- Classical DataForm , which can transform to Modern form by some formula
2- Modern Data Form
My input was entered as : Two files one carry OregenalDescriptionsource the second carry OregenalDatasource May be data in two formatting :
Classical data ( Like any DataBase file )
One of themcontains OregenalDescriptionsource like:
Attribute=10{clu,unicsz,unics,mar,spit,bau,blan,nor,mit,Class};
clu=1{clu};
unicsz=1{unicsz};
unics=1{unics};
mar=1{mar};
spit=1{spit};
bau=1{bau};
blan=1{blan};
nor=1{nor};
mit=1{mit};
Calss=2{C1,C2};
One of themcontains OregenalDatasource
1,1,1,1,2,1,3,1,1,1
5,1,1,1,2,1,1,1,1,1
3,3,1,1,2,1,1,1,1,1
5,10,8,10,8,10,3,6,3,0
2,1,1,1,2,1,1,1,1,1
1,1,1,1,2,1,1,1,1,1
8,8,9,4,5,10,7,8,1,0
4,1,2,1,2,1,3,1,1,1
Modern data ( Like any DataBase file )
One of them contains OregenalDescriptionsource like :
Attribute=5{Outlook,Temp,Humidit,Windy,Class};
Outlook=3{Sunny,Cloudy,Rain};
Temp=3{Hot,Mild,Cool};
Humidit=2{Hum,Dry};
Windy=2{Wind,Calm};
Calss=3{A,B,C};
One of them contains OregenalDatasource
0.7,0.1,0.0,1.0,0.0,0.0,0.8,0.2,0.4,0.6,0.0,0.4,0.6
0.3,0.8,0.0,0.6,0.4,0.0,0.0,1.0,0.0,1.0,1.0,0.3,0.0
0.0,0.7,0.3,0.8,0.2,0.0,0.1,0.9,0.2,0.8,0.3,0.6,0.1
0.2,0.7,0.1,0.3,0.7,0.0,0.2,0.8,0.3,0.7,0.9,0.1,0.0
0.0,0.1,0.9,0.7,0.3,0.0,0.5,0.5,0.5,0
.5,0.0,0.0,1.0
0.0,0.7,0.3,0.0,0.3,0.7,0.7,0.3,0.4,0.6,0.2,0.0,0.8
0.0,0.3,0.7,0.0,0.0,1.0,0.0,1.0,0.1,0.9,0.0,0.0,1.0
0.0,1.0,0.0,0.0,0.2,0.8,0.2,0.8,0.0,1.0,0.7,0.0,0.3