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I notice that "split_data()" in the script of "hgcn/utils/data_utils.py" sperates dataset into "pos" and "neg" for sampling trn-val-tst uniformly. It is ok for the dataset: "DISEASE" containing only 2 classes but not ok for dataset: "AIRPORT" containing 4 classes. But I notice that in the function of "load_data_nc()" wrote in "hgcn/utils/data_utils.py" use "split_data()" to create splits for both "DISEASE" and "AIRPORT" which may results in 1) repeated samlples in each split and 2) overlapping between splits.
The text was updated successfully, but these errors were encountered:
I notice that "split_data()" in the script of "hgcn/utils/data_utils.py" sperates dataset into "pos" and "neg" for sampling trn-val-tst uniformly. It is ok for the dataset: "DISEASE" containing only 2 classes but not ok for dataset: "AIRPORT" containing 4 classes. But I notice that in the function of "load_data_nc()" wrote in "hgcn/utils/data_utils.py" use "split_data()" to create splits for both "DISEASE" and "AIRPORT" which may results in 1) repeated samlples in each split and 2) overlapping between splits.
The text was updated successfully, but these errors were encountered: