void checkDataRegression(double* values, LabeledData<RealVector,RealVector> const& loaded, std::size_t labelStart, std::size_t labelEnd){
BOOST_REQUIRE_EQUAL(loaded.numberOfElements(),numInputs);
std::size_t inputStart =0;
std::size_t inputEnd = labelStart;
if(labelStart == 0){
inputStart = labelEnd;
inputEnd = numDimensions+1;
}
for (size_t i=0; i != numInputs; ++i){
for (size_t j=0; j != numDimensions+1; ++j)
{
double element = 0;
if(j >= labelStart &&j < labelEnd){
element = loaded.element(i).label(j-labelStart);
}
if(j >= inputStart && j < inputEnd){
element = loaded.element(i).input(j-inputStart);
}
if( boost::math::isnan(values[i*(numDimensions+1)+j])){
BOOST_CHECK(boost::math::isnan(element));
}
else
{
BOOST_CHECK_EQUAL(element, values[i*(numDimensions+1)+j]);
}
}
}
}
void checkDataEquality(T* values, unsigned int* labels, LabeledData<V,U> const& loaded){
BOOST_REQUIRE_EQUAL(loaded.numberOfElements(),numInputs);
BOOST_REQUIRE_EQUAL(inputDimension(loaded),numDimensions);
for (size_t i=0; i != numInputs; ++i){
for (size_t j=0; j != numDimensions; ++j)
{
if( boost::math::isnan(values[i*numDimensions+j])){
BOOST_CHECK(boost::math::isnan(loaded.element(i).input(j)));
}
else
{
BOOST_CHECK_EQUAL(loaded.element(i).input(j), values[i*numDimensions+j]);
}
}
BOOST_CHECK_EQUAL(loaded.element(i).label, labels[i]);
}
}