sisalData: Download External Datasets for SISAL

In sisal: Sequential Input Selection Algorithm

Download External Datasets for SISAL

Description

Loads external datasets for testing with SISAL. Choices are laser generated data and Poland electricity load data.

Usage

sisalData(dataset = c("poland", "laser", "laser.cont"), verify = TRUE)

Arguments

dataset	A character string: "poland" (default), "laser" or "laser.cont" (see ‘Note’).
verify	A logical flag. If TRUE, verifies the integrity of the downloaded data by computing a checksum and comparing it to a pre-computed value.

Details

The laser generated data come in two parts, "laser" and "laser.cont". The Poland electricity load data is also divided in two parts, but they are both returned with dataset="poland".

This function requires an Internet connection. The download may fail due to a problem such as the remote server being unavailable.

Value

With option dataset="laser", returns an integer vector of length 1000.

With option dataset="laser.cont", returns an integer vector of length 9093.

With option dataset="poland", returns a list with two numeric vectors:

learn	1400 values
test	201 values

Note

Checked on 2020-02-14, the Santa Fe datasets are no longer available at their previous location. Attempting to download them with this function will result in an error.

Author(s)

Mikko Korpela

References

The Santa Fe Time Series Competition Data / Data Set A: Laser generated data. Availability unknown (2020-02-14).

Environmental and Industrial Machine Learning Group / Datasets / Poland Electricity Load. https://research.cs.aalto.fi/aml/datasets.shtml. URL accessed on 2024-10-25.

See Also

testSisal

Examples

## Not run: 
foo <- sisalData("poland")
length(foo$learn) # 1400
length(foo$test)  # 201
## End(Not run)

sisal documentation built on Oct. 30, 2024, 9:06 a.m.