| Description: | The dataset was generated by the UCR computational entomology
group. Instances are amplitude modulated intervals produced by the
occlusion of an infrared beam set within an enclosure housing a
single specie of fly. The dontated dataset consists of 10ms
segments sampled at 6,000Hz
Original data can be found here:
(Link Here)
Original paper:
Chen Y, Why A, Batista G, Mafra-Neto A, Keogh E.
Flying insect classification with inexpensive sensors.
Journal of insect behavior. 2014 Sep 1;27(5):657-77.
Correspondence should be addressed to:
ychen053@cs.ucr.edu
Instances: 50,000
Time series length: 600
Classes:
0 Aedes_female (5,000)
1 Aedes_male (5,000)
2 Fruit_flies (5,000)
3 House_flies (5,000)
4 Quinx_female (5,000)
5 Quinx_male (5,000)
6 Stigma_female (5,000)
7 Stigma_male (5,000)
8 Tarsalis_female (5,000)
9 Tarsalis_male (5,000)
default train test split created through a random partition. There is a multivariate version
of this data in the archive called InsectWingbeat |
