Link Prediction and Node Classification Based on Multitask Graph Autoencoder

Table 3

Performance of MTGAE model compared with SDNE.

Training ratio	Europe-flight				Brazil-flight
	SDNE		MTGAE		SDNE		MTGAE
	Micro	Macro	Micro	Macro	Micro	Macro	Micro	Macro
0.3	0.457	0.451	0.469	0.471	0.477	0.482	0.499	0.503
0.4	0.513	0.506	0.541	0.532	0.496	0.506	0.547	0.554
0.5	0.487	0.481	0.514	0.508	0.533	0.541	0.545	0.544
0.6	0.522	0.516	0.535	0.523	0.589	0.577	0.633	0.608
0.7	0.535	0.510	0.556	0.531	0.567	0.544	0.592	0.569
0.8	0.534	0.524	0.553	0.546	0.584	0.568	0.629	0.615
0.9	0.575	0.549	0.64	0.603	0.650	0.641	0.714	0.702