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Cascade-Correlation

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Shin
2016-05-21 00:05:43 +02:00
parent 2607867a25
commit 511926a4f5
1 changed files with 8 additions and 6 deletions
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14
include/NeuralNetwork/ConstructiveAlgorithms/CascadeCorrelation.h
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@@ -54,7 +54,7 @@ namespace NeuralNetwork {
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();
error=lastError;
std::cout << "PRUNED\n";
@@ -93,12 +93,13 @@ namespace NeuralNetwork {
return _epoch;
}
void setPruningStatus(bool status) {
_prunningStatus=status;
void setPruningLimit(float limit) {
_pruningStatus=true;
_pruningLimit=limit;
}
bool getPruningStatus() const {
return _prunningStatus;
bool getPruningLimit() const {
return _pruningLimit;
}
void setErrorThreshold(float err) {
@@ -155,7 +156,8 @@ namespace NeuralNetwork {
float _errorTreshold;
float _weightRange;
bool _prunningStatus = false;
bool _pruningStatus = false;
float _pruningLimit=0.0;
std::size_t _epoch = 0;
std::size_t _maxHiddenUnits = 20;