BMC Medical Informatics and Decision Making

Table 3 Classes distribution before and after SMOTE sampling

From: DeepVAQ : an adaptive deep learning for prediction of vascular access quality in hemodialysis patients

Class	VA quality	Number of samples
Class	VA quality	Before SMOTE	After SMOTE
1	Poor	22	125
2	Below Medium	125	125
3	Medium	108	125
4	Good	55	125
5	Excellent	28	125

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ISSN: 1472-6947

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