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. Author manuscript; available in PMC: 2022 Sep 23.
Published in final edited form as: KDD. 2022 Aug 14;2022:4402–4412. doi: 10.1145/3534678.3539163

Table 5:

Clustering performance. CAT-LSTM denotes our CAT-LSTM model jointly trained with auto-encoder. Note that higher CHI and lower DBI relate to a model with better separation between the clusters.

CHI ↑ DBI ↓
CNN+LSTM 1.40(±0.32) 0.93(±0.12)
CAT-LSTM-v1 1.82(±0.24) 0.75(±0.09)
CAT-LSTM-v2 1.75(±0.26) 0.88(±0.10)