Event-Tree Based Sequence Mining Using LSTM Deep-Learning Model

Table 2

Prediction error statistics with every possible input.

SEQ	Conf.	Weight	Average error	Weighted A. E.
B A B A	0.1804	1	0	0
D C A A	0.0687	0.3808	2.8889	1.1001
D C A D	0.0013	0.0074	2.25	0.0166
D C B D	0.005	0.0279	1.8	0.0503
D D D C	0.0398	0.2207	4	0.8828
D D D B	0.0487	0.2698	0	0
D D C D	0.0122	0.0674	3.3333	0.2248
D D C C	0.0984	0.5456	2.5714	1.4031
D D A A	0.0702	0.3889	2.2222	0.8642
D D A B	0.0468	0.2592	4	1.0370
B A B B	0.0396	0.2195	1.8571	0.4077
A D C C	0.1313	0.7277	0	0
A D C D	0.0676	0.3749	0	0
A C D A	0.0879	0.4873	2.25	1.0964
A C A A	0.1032	0.572	2.4444	1.3983