Free Access

Table 1.

Data sets for training and evaluation of the proposed models.

Data set Manual Samples
General test 3300
Classification training 700
General training 22 382
KSO unfiltered test Partially 10 050 (620)

Notes. “Manual” indicates that a data set was labeled by a human. The number of samples includes both classes (high- and low-quality). The number in brackets refers to the fraction of manually labeled samples. Validation sets are split from the training sets on demand.

Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.

Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.

Initial download of the metrics may take a while.