Created
September 25, 2020 16:59
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getting the predicitons and accuracy
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mat predOut; | |
model.Predict(trainX, predOut); | |
arma::Row<size_t> predLabels = getLabels(predOut); | |
double trainAccuracy = arma::accu(predLabels == trainY) / ( double )trainY.n_elem * 100; | |
model.Predict(validX, predOut); | |
predLabels = getLabels(predOut); | |
double validAccuracy = arma::accu(predLabels == validY) / ( double )validY.n_elem * 100; | |
std::cout << "Accuracy: train = " << trainAccuracy << "%,"<< "\t valid = " << validAccuracy << "%" << std::endl; | |
mat testPredOut; | |
model.Predict(testX,testPredOut); | |
arma::Row<size_t> testPred = getLabels(testPredOut) | |
double testAccuracy = arma::accu(testPredOut == testY) /( double )trainY.n_elem * 100; | |
std::cout<<"Test Accuracy = "<< testAccuracy; |
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