Original data used in the STDS demo

A synthetic dataset base on TRACE dataset and used as Stress Test to STDS algorithm. The TRACE dataset used here is originally from (1), and the version distributed here is from (2)

mp_test_data

Format

A list of matrices with 215010 rows and 1 dimension:

train$data

training data

train$label

label for training data

test$data

test data

test$label

label for test data

Source

https://sites.google.com/view/weaklylabeled

http://www.cs.ucr.edu/~eamonn/time_series_data/

References

• Roverso, D., Multivariate temporal classification by windowed wavelet decomposition and recurrent neural networks, in 3rd ANS Int'l Topical Meeting on Nuclear Plant Instrumentation, Control and Human-Machine Interface, vol. 20, Washington, DC, USA, 2000.

• Yeh C-CM, Kavantzas N, Keogh E. Matrix profile IV: Using Weakly Labeled Time Series to Predict Outcomes. Proc VLDB Endow. 2017 Aug 1;10(12):1802-12.