Feature Extraction and Classification of EHG between Pregnancy and Labour Group Using Hilbert-Huang Transform and Extreme Learning Machine

Table 1

Identification performance with three indexes for IMF1, IMF2, and IMF3.

IMF	Number of training data	Number of testing data	Sensitivity (%)	Specificity (%)	Accuracy (%)
IMF1	200	100	91.30	85.19	88.00
IMF2	200	100	74.07	78.26	76.00
IMF3	200	100	67.27	71.11	69.00