Table 9 Results of the Friedman and the Nemenyi post-hoc tests. The rank row shows the rank of the models according to the Friedman test (lowest is best). A table entry 1 indicates that the model in the column is in the same group with the model in the row and vice versa, i.e, they are not significantly different according to the Nemenyi post-hoc test
From: Identifying and predicting social lifestyles in people’s trajectories by neural networks
CLSTM | CBLSTM | LSTM | BLSTM | RNN | LSVM | CNN | SVC | NB | RSVM | HMM | PSVM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Rank | 1.94 | 2.21 | 2.89 | 3.09 | 5.39 | 6.82 | 6.88 | 7.15 | 9.38 | 9.93 | 10.6 | 11.67 |
CLSTM | 1 | 1 | 1 | 1 | ||||||||
CBLSTM | 1 | 1 | 1 | 1 | ||||||||
LSTM | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
BLSTM | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
RNN | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
LSVM | 1 | 1 | 1 | 1 | 1 | |||||||
CNN | 1 | 1 | 1 | 1 | 1 | |||||||
SVC | 1 | 1 | 1 | 1 | 1 | |||||||
NB | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||
RSVM | 1 | 1 | 1 | 1 | 1 | |||||||
HMM | 1 | 1 | 1 | 1 | ||||||||
PSVM | 1 | 1 | 1 | 1 |