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. 2022 Apr 28;22(9):3367. doi: 10.3390/s22093367

Table 15.

Binary classification time performance for the first feature set.

Model Avg Flows/s Stddev Flows/s
Decision Tree 29,452 716.966
MLP 9411 38.543
SVM 4956 25.011
RNN 4375 77.826
GRU 2661 8.712
LSTM 2610 5.094
Random Forest 1350 81.339