Fig. 4: Sample from the synthetic dataset.
From: Evaluation of post-hoc interpretability methods in time-series classification
Subfigures show the six features of the sample. The classification task for the synthetic dataset aims to classify whether the sum of the frequencies of two sine waves with a compact support of 100 time steps are above a specific threshold. These waves can be observed in the sample below in features 2 and 6.
