#include "daal.h"
#include "service.h"
using namespace std;
using namespace daal;
using namespace daal::algorithms;
const string datasetFileName = "../data/batch/covcormoments_csr.csv";
void printResults(const low_order_moments::ResultPtr &res);
int main(int argc, char *argv[])
{
checkArguments(argc, argv, 1, &datasetFileName);
CSRNumericTable *dataTable = createSparseTable<float>(datasetFileName);
low_order_moments::Batch<float, low_order_moments::fastCSR> algorithm;
algorithm.input.set(low_order_moments::data, CSRNumericTablePtr(dataTable));
algorithm.compute();
low_order_moments::ResultPtr res = algorithm.getResult();
printResults(res);
return 0;
}
void printResults(const low_order_moments::ResultPtr &res)
{
printNumericTable(res->get(low_order_moments::minimum), "Minimum:");
printNumericTable(res->get(low_order_moments::maximum), "Maximum:");
printNumericTable(res->get(low_order_moments::sum), "Sum:");
printNumericTable(res->get(low_order_moments::sumSquares), "Sum of squares:");
printNumericTable(res->get(low_order_moments::sumSquaresCentered), "Sum of squared difference from the means:");
printNumericTable(res->get(low_order_moments::mean), "Mean:");
printNumericTable(res->get(low_order_moments::secondOrderRawMoment), "Second order raw moment:");
printNumericTable(res->get(low_order_moments::variance), "Variance:");
printNumericTable(res->get(low_order_moments::standardDeviation), "Standard deviation:");
printNumericTable(res->get(low_order_moments::variation), "Variation:");
}