Anomaly Detection Using Multiscale C-LSTM for Univariate Time-Series

Table 4

Comparison of the four models on the four evaluation metrics of Recall (R), Precision (P), Accuracy (A) and F1.

Model	F1 (%)	R (%)	P (%)	A (%)
C-LSTM	94.7445	92.1944	97.6220	99.6050
IMC-LSTM	96.4273	94.8062	98.2382	99.7589
CMC-LSTM	96.8348	94.8677	98.9918	99.7759
SMC-LSTM	96.5864	94.5788	98.7831	99.7507

The bold values represent the best values of the evaluation metrics.