Research Article

[Retracted] The Use of Hellinger Distance Undersampling Model to Improve the Classification of Disease Class in Imbalanced Medical Datasets

Table 1

The features of colorectal cancer dataset.

No.Attribute nameData type

1Tumour site (in colorectal)Categorical
2Surgery typeCategorical
3Operation type (on which part of colorectal the operation was done)Categorical
4DifferentiationCategorical
5Dukes stage of tumourCategorical
6T stage 5th editionCategorical
7N stage 5th editionCategorical
8EMVICategorical
9Tumour perforationCategorical
10Resection marginCategorical
11Neoadjuvant therapy n-CRTCategorical
12ChemotherapyCategorical
13RadiotherapyCategorical
14CRC metastasis (class)Categorical