Research Article

Atrial Fibrillation Beat Identification Using the Combination of Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks

Table 2

Numbers of the images for testing each fold.

Testing foldTrainingBalanced trainingTest
Non-AFAFNon-AFAFNon-AFAF

1415,109294,136294,136294,136123,08390,403
2422,935302,194302,194302,194115,25782,345
3424,919300,509300,509300,509113,27384,030
4441,739314,916314,916314,91696,45369,623
5448,066326,401326,401326,40190,12658,138