Sentence examples for classifications time from inspiring English sources
Demographics, relevant history and clinical characteristics, El Escorial classifications, time from symptom onset to diagnosis, crude annual incidence rates and 2009 period prevalence are presented.
Horizontal axis: input instances, vertical axis: average classification time (seconds).
These reduced dimensionality data improve the classification performance and reduce the classification time.
All times are expressed in milliseconds Table 8 Learning and classification time.
Shortening the overall classification time is a challenge in the future.
Figure 10 reveals that NB has the highest efficiency and SVM needs the longest classification time.
Furthermore, large redundant features are eliminated, and classification time is reduced.
It is observed that classification time varies for different operators as the number of features varies.
The ensemble has constant classification time upperbound and according to empirical results, it shows good classification accuracy.
Feature dimension reduction using principal component analysis (PCA) may provide effective classification performance and reduced classification time.
Thus, GND-ICA not only improves the classification time but also eliminates numerous redundant features, prevents the drawbacks of dimensionality.
