shin/NeuralNetworkLib
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Cascade-Correlation

Browse Source
This commit is contained in:
Shin
2016-05-21 00:05:43 +02:00
parent 2607867a25
commit 511926a4f5
1 changed files with 8 additions and 6 deletions
Download Patch File Download Diff File Expand all files Collapse all files

14
include/NeuralNetwork/ConstructiveAlgorithms/CascadeCorrelation.h
View File

@@ -54,7 +54,7 @@ namespace NeuralNetwork {
std::cout << error << "\n"; std::cout << error << "\n";
if(_prunningStatus && error*1.01 >= lastError) { // it is not getting bettter if(_pruningStatus && error*_pruningLimit >= lastError) { // it is not getting bettter
network.removeLastHiddenNeuron(); network.removeLastHiddenNeuron();
error=lastError; error=lastError;
std::cout << "PRUNED\n"; std::cout << "PRUNED\n";
@@ -93,12 +93,13 @@ namespace NeuralNetwork {
return _epoch; return _epoch;
} }
void setPruningStatus(bool status) { void setPruningLimit(float limit) {
_prunningStatus=status; _pruningStatus=true;
_pruningLimit=limit;
} }
bool getPruningStatus() const { bool getPruningLimit() const {
return _prunningStatus; return _pruningLimit;
} }
void setErrorThreshold(float err) { void setErrorThreshold(float err) {
@@ -155,7 +156,8 @@ namespace NeuralNetwork {
float _errorTreshold; float _errorTreshold;
float _weightRange; float _weightRange;
bool _prunningStatus = false; bool _pruningStatus = false;
float _pruningLimit=0.0;
std::size_t _epoch = 0; std::size_t _epoch = 0;
std::size_t _maxHiddenUnits = 20; std::size_t _maxHiddenUnits = 20;