Combining data fusion with multiresolution analysis for improving the classification accuracy of uterine EMG signals

EURASIP Journal on Advances in Signal Processing

Table 2 Classification results of pregnancy and labor contractions of the third training dataset for each channel

Channel	Classification accuracy of pregnancy contractions (in %)	Classification accuracy of labor contractions (in %)	Overall classification accuracy (in %)	λ _i
Vb₁	89.4	39.4	64.4	0.644
Vb₂	64.4	50	57.2	0.572
Vb₃	85.5	61.8	73.6	0.736
Vb₄	71	44.7	57.9	0.579
Vb₅	86.8	47.3	67.1	0.671
Vb₆	80.2	40.7	60.5	0.605
Vb₇	82.8	30.2	56.5	0.565
Vb₈	84.2	38.1	61.1	0.611
Vb₉	81.5	53.9	67.7	0.677
Vb₁₀	94.7	48.6	71.7	0.717
Vb₁₁	85.5	47.3	66.4	0.664
Vb₁₂	81.5	60.5	71	0.71