Setup for work on ANN(artificial neural network) module for heart disease detection.
test_ANNXor - 'hello world' with encog ANN framewrok.
ANN - main part of detection module
ArtificialNeuralNetworkModule - 'front' of this module
New class: DataLoader - its name says everything
Correct JSON parsing to Java objects, however it still needs to add some methods to correctly pass data to ANN(pice of cake)
Fixed DataLoader. Last method to implement left: returning loaded data
Hate
ANN is learing,problaby with good accuracy(after about 1h i got 0.03 error)
ANN is still missing synapse state method
Current topology:
13 neurons on input(+bias)
15 neurons on hidden layer (+bias)
1 output
ANN done. Last thing left: proper communication with DB, but first DB have to be done
Drunken ZZ-TOP commit. Codeing for fun. Whiskey rulzez!!!
rework of data loader in porgress
All the data is mine! Brief: DataLoader works in 100% when it comes to fetch data form DB. Added new class to proper pass intresting data to ANN. Soon it all will end, soon....
Still working on proper way to feed ANN witch data obtained from DB. Work stopped beacause of server failure
Setup for installation script. In close future(in up to 10h I think) run script will be aslo added. Godnight
End is near. Last things to do to properly throw DATA between DB and ANN(like proper grouping params and creating method to convert AnnDataContainer fields to [][]double(encog convection...))
Merge branch 'HeartDiseaseDetection'