Sentence examples for presented recognition rate from inspiring English sources

We presented recognition rate of the system corresponding to number of independent basis vectors along with the energy retained in number of eigenvectors of underlying Principal Component Analysis (PCA) subspace.

Table 2 presents recognition rates for systems adapted to singing voice using different number of classes in the first adaptation pass, as presented in Table 1.

(c) Presents recognition rates comparable to those of the best performing methods of the literature, while exhibiting computational complexity much lower than them and similar to that of considerably simpler and less well-performing techniques.  .

As can be seen from the results presented, the recognition rate of the proposed approaches is higher as compared to that of the recent methods.

Our method presents a recognition rate of above 80% when the number of codebook is greater than 30.

Table 2 presents the recognition rate and performance according to the amount of training data when each of the four parameters was used.

In Table 3, we present the recognition rate obtained, when using all fractal features, and those reduced by the 2DPCA with the optimal configuration (five transformations where each one is coded by five parameters).

The best recognition accuracy result achieved as 99.27 % (0.73 % as error rate) using polynomial degree 7. The column average recognition per class in Table 2 presents recognition accuracy for classes from 0 to 9 using kernel degrees 3, 5, 7, 9, 11 and 13.

Table 5 presents the recognition rates for the six target voices, for nonadapted, adapted to singing, and adapted to target voice systems.

Therefore, we experimented many times with different parameters and present the best recognition rate in the paper.

In [36], a method for facial expression recognition with Non-negative Matrix Factorization (NMF) and PCA-NMF is presented, and their best recognition rate is 93.72%.