Sentence examples for in classification time from inspiring English sources

The proposed algorithm was evaluated on three diverse datasets, namely TPCH, PKDD and UCI benchmarks and showed considerable reduction in classification time without any loss of prediction accuracy.

Our modeling was conducted during the summer before the end of the epidemic and only the data available from various Web sites was used, which did not allow us to compare the difference in classification time before and after May 10.

The classification task is the application of each pre-trained classifier to a set of posts resulting in an average classification time per post.

Existing defence methods that are capable of handling significant amount of data generally contain redundant or irrelevant features, which result in excessive training and classification time [14].

Horizontal axis: input instances, vertical axis: average number of instances in the ATs Fig. 7 Classification time for one instance during runtime learning.

All times are expressed in milliseconds Table 8 Learning and classification time.

Uterine sarcomas have been particularly difficult to examine owing to changes in classification over time, histological diversity, and low incidence rates.

The classification times in both tables reflect the time required to classify the number of records reflected in the "Classified" column which represent 10% of the training data for each fold.

The application of feature selection can be helpful for real-time intrusion detection in terms of reducing detection classification times and even sometimes improving classification accuracy, but care must be taken in the application of feature selection.

Certain histological codes were combined due to changes in classification system over time, and partly due to the low number of cases of each code.

Furthermore, significant improvements in classification accuracy and computational time are demonstrated by comparison with other methods.