Time Series Analysis Package
Optional Arguments
You can also specify the following arguments, separated by commas. If you want to use a default value for any of these arguments, enter a space for it.
- 'type'
specifies the similarity measure.
You can specify the following values within single quotation marks:
- ABSDEV
specifies the absolute deviation.
- MABSDEV
specifies the mean absolute deviation.
- MABSDEVINP
specifies the mean absolute deviation relative to the length of the input sequence.
- MABSDEVMAX
specifies the mean absolute deviation relative to the maximum valid path length.
- MABSDEVMIN
specifies the mean absolute deviation relative to the minimum valid path length.
- MABSDEVTAR
specifies the mean absolute deviation relative to the length of the target sequence.
- MSQRDEV
specifies the mean squared deviation.
- MSQRDEVINP
specifies the mean squared deviation relative to the length of the input sequence.
- MSQRDEVMAX
specifies the mean squared deviation relative to the maximum valid path length.
- MSQRDEVMIN
specifies the mean squared deviation relative to the minimum valid path length.
- MSQRDEVTAR
specifies the mean squared deviation relative to the length of the target sequence.
- SQRDEV
specifies the squared deviation.
The default value is SQRDEV.
- 'scale'
specifies how the working input sequence is scaled with respect to the working target sequence. Scaling is performed after normalization.
You can specify the following values within single quotation marks:
- ABS
applies absolute scaling.
- NONE
applies no scaling.
- STD
applies standard scaling.
The default value is NONE.
- expandpct
specifies the warping expansion as a percentage of the length of the target sequence, where expandpct ranges from 0 to 100, 0 implies no compression, and 100 implies maximum allowable compression. The default value is 100.
- expandabs
specifies the absolute warping expansion, where expandabs is an integer that ranges from 0 to 10,000. The default is the maximum allowable absolute expansion.
- compresspct
specifies the warping compression as a percentage of the length of the target sequence, where compresspct ranges from 0 to 100, 0 implies no compression, and 100 implies maximum allowable compression. The default value is 100.
- compressabs
specifies the absolute warping compression, where compressabs is an integer that ranges from 0 to 10,000. The default is the maximum allowable absolute compression.