shimq88 / ml3 Goto Github PK

Hello This is the code for machine learning master project in massey university


How to use it with the Glass.data: make
g++ MLP_example_change_val.cpp -o MLP_example_change_val `pkg-config --cflags --libs opencv`

Contour

./main -contour dataset/birds
./main -contour dataset/mammal


Train:

./main -save data/output.xml -data data/input.data

./main -save Final_dataset/contour_out.xml -data Final_dataset/contour.data

./main -save data/resource10.xml -data data/resource10.data
./main -save data/resource15.xml -data data/resource15.data
./main -save data/resource20.xml -data data/resource20.data

./main -save data/resource10.xml data/resource15.xml data/resource20.xml -data data/resource10.data data/resource15.data data/resource20.data


./main -save data/resource10.xml -data data/resource10.data

Test:

./main -load data/output.xml -data data/input.data
./main -load Final_dataset/contour_out.xml -data Final_dataset/contour.data

Train and Test:

./main -tt data/output.xml -data data/input.data 
./main -tt Final_dataset/contour_out.xml -data Final_dataset/contour.data


#mean: 0.625731 
#variance: 0.020417 
#sta_dev: 0.142886 
#Mean Square Error: 63 ± 14%