The division of the training set, validation set, and test set. The clean sample data set is selected through Table 1 and divided into a training set, a validation set, and a test set in the ratio of 8:1:1. The numbers in this table represent the number of different classes in the corresponding data set.
. | CRS . | IBS . | CSS . | EO . | SPI . | Total . |
---|---|---|---|---|---|---|
Clean data set | 8434 | 8069 | 578 | 3903 | 7806 | 28 790 |
Training set | 6747 | 6455 | 462 | 3122 | 6245 | 23 031 |
Validation set | 843 | 807 | 58 | 390 | 780 | 2878 |
Test set | 844 | 807 | 58 | 391 | 781 | 2881 |
. | CRS . | IBS . | CSS . | EO . | SPI . | Total . |
---|---|---|---|---|---|---|
Clean data set | 8434 | 8069 | 578 | 3903 | 7806 | 28 790 |
Training set | 6747 | 6455 | 462 | 3122 | 6245 | 23 031 |
Validation set | 843 | 807 | 58 | 390 | 780 | 2878 |
Test set | 844 | 807 | 58 | 391 | 781 | 2881 |
The division of the training set, validation set, and test set. The clean sample data set is selected through Table 1 and divided into a training set, a validation set, and a test set in the ratio of 8:1:1. The numbers in this table represent the number of different classes in the corresponding data set.
. | CRS . | IBS . | CSS . | EO . | SPI . | Total . |
---|---|---|---|---|---|---|
Clean data set | 8434 | 8069 | 578 | 3903 | 7806 | 28 790 |
Training set | 6747 | 6455 | 462 | 3122 | 6245 | 23 031 |
Validation set | 843 | 807 | 58 | 390 | 780 | 2878 |
Test set | 844 | 807 | 58 | 391 | 781 | 2881 |
. | CRS . | IBS . | CSS . | EO . | SPI . | Total . |
---|---|---|---|---|---|---|
Clean data set | 8434 | 8069 | 578 | 3903 | 7806 | 28 790 |
Training set | 6747 | 6455 | 462 | 3122 | 6245 | 23 031 |
Validation set | 843 | 807 | 58 | 390 | 780 | 2878 |
Test set | 844 | 807 | 58 | 391 | 781 | 2881 |
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