| mp_test_data {tsmp} | R Documentation |
Original data used in the STDS demo
Description
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)
Usage
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.