swedish-leaf: Swedish leaf is a set of leaf outlines

In moviedo5/fda.tsc: Functional Data Sets for Time Series Classification

Description

he tree classes are 1. Ulmus carpinifolia 2. Acer 3. Salix aurita 4. Quercus 5. Alnus incana 6. Betula pubescens 7. Salix alba 'Sericea' 8. Populus tremula 9. Ulmus glabra 10. Sorbus aucuparia 11. Salix sinerea 12. Populus 13.Tilia 14. Sorbus intermedia 15. Fagus silvatica

Usage

data(swedish-leaf)

Format

The variables are as follows:

• df: data.frame with the following variables:

  • class: Corresponding class level of “swedish-leaf” curves with 15 classes (75 observations per class).

  • sample:Factor variable. In TSC database, the first 625 values (sample=train) are used for training sample and the rest of 500 (sample=test) for testing.

• x: fdata class object with with n=1125 curves (per row) in 128 discretization points (per column).

Source

http://www.cvl.isy.liu.se/en/research/datasets/swedish-leaf/ and http://timeseriesclassification.com/description.php?Dataset=Swedish-leaf

References

Swedish leaf is a set of leaf outlines donated by Oskar Soderkvist, and used in his MSc thesis: Söderkvist, O. (2001). Computer vision classification of leaves from swedish trees.

moviedo5/fda.tsc documentation built on May 16, 2019, 12:10 a.m.