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ResearchFormerly WizWand

Graph Classification on NCI1 TU (unsupervised)

80.7AccuracyHTG-GCL
51.68459.21766.7574.283Nov 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
HTG-GCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1180.7
CellCLATlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1179.4
SimGRACElearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1179.1
DRGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1178.7
JOAOv2learning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1178.4
HTMLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1178.2
JOAOlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1178.1
RGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1178.1
GraphCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1177.9
InfoGraphlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1176.2
ADGCLlearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1173.9
graph2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1173.2
node2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1154.9
sub2veclearning_setting=unsupervised, classifier=SVM, validation=10-fold cross-validation2025.1152.8