Journal of Sensors / 2019 / Article / Tab 3

Research Article

Adaptive Principal Component Analysis Combined with Feature Extraction-Based Method for Feature Identification in Manufacturing

Table 3

Classification results using different sample sizes for each sample class.

Sample sizeTrainingValidationAccuracy rates (%)

128 646476
256 12812883
512 25625690
1024 51251296
2048 1024102496

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