Numerical Analysis and Optimization of Feature Extraction-Oriented English Reading Corpus

Table 5

Part-of-speech dataset convolution kernel test results.

Convolution kernel shape	Test set accuracy	Training set accuracy	F1
2,3,4	0.9875	0.9014	0.9029
5,4,3	0.9817	0.8765	0.9056
4,5,6	0.9897	0.8895	0.9104