What are the meanings of the metrics implemented in the /generation/decoder.py?

wengong-jin / hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

MIT License

367 stars 108 forks source link

What are the meanings of the metrics implemented in the /generation/decoder.py? #11

Open WhatAShot opened 4 years ago

WhatAShot commented 4 years ago

What are the meanings of the metrics (cls_acc, icls_acc, topo_acc, assm_acc) implemented in the /generation/decoder.py?

wengong-jin commented 4 years ago

cls_acc is the motif prediction accuracy. icls_acc is the attachment prediction accuracy. assm_acc is the graph prediction accuracy. topo_acc is the accuracy of predicting when the decoder should backtrace (i.e., there will be no new neighbors for this motif node)