Research Article
[Retracted] Feature Sequencing Method of Industrial Control Data Set Based on Multidimensional Evaluation Parameters
Table 4
Classification results of training data sets in ResNet.
| | | Pearson | Linear | Lasso | Ridge | RF | SS | RFE |
| | Batadal data set | Accuracy | 100.00% | 95.833% | 95.833% | 97.917% | 97.917% | 93.750% | 93.750% | | Time | 7.622 | 7.621 | 7.625 | 7.618 | 7.619 | 7.622 | 7.621 |
| | Oil Depot data set | Accuracy | 94.989% | 91.770% | 92.060% | 91.838% | 92.815% | 92.077% | 92.614% | | Time | 3.658 | 3.703 | 3.682 | 3.713 | 3.693 | 3.685 | 3.686 |
| | Csgo data set | Accuracy | 99.219% | 97.344% | 98.125% | 98.281% | 94.375% | 97.500% | 97.188% | | Time | 3.357 | 3.367 | 3.365 | 3.335 | 3.335 | 3.364 | 3.361 |
| | Mail data set | Accuracy | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | | Time | 0.527 | 0.527 | 0.526 | 0.526 | 0.527 | 0.526 | 0.527 |
| | Water Quality data set | Accuracy | 94.375% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | | Time | 2.296 | 0.068 | 0.068 | 0.069 | 0.069 | 0.068 | 0.068 |
| | Mobile Phone Price data set | Accuracy | 98.854% | 98.750% | 99.063% | 97.396% | 98.438% | 97.708% | 97.917% | | Time | 0.654 | 0.658 | 0.658 | 0.660 | 0.660 | 0.661 | 0.654 |
| | Mnist in Csv data set | Accuracy | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | 100.00% | | Time | 1.498 | 1.504 | 1.505 | 1.508 | 1.504 | 1.508 | 1.500 |
| | Music Genre data set | Accuracy | 99.566% | 98.772% | 93.149% | 97.264% | 96.288% | 96.479% | 95.851% | | Time | 0.653 | 0.663 | 0.660 | 0.659 | 0.660 | 0.657 | 0.661 |
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