Description Usage Format Source Examples
birds dataset.
1 |
An mldr object with 645 instances, 279 attributes and 19 labels
F. Briggs, Yonghong Huang, R. Raich, K. Eftaxias, Zhong Lei, W. Cukierski, S. Hadley, A. Hadley, M. Betts, X. Fern, J. Irvine, L. Neal, A. Thomas, G. Fodor, G. Tsoumakas, Hong Wei Ng, Thi Ngoc Tho Nguyen, H. Huttunen, P. Ruusuvuori, T. Manninen, A. Diment, T. Virtanen, J. Marzat, J. Defretin, D. Callender, C. Hurlburt, K. Larrey, M. Milakov. "The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment", in proc. 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
1 2 |
num.attributes num.instances num.inputs num.labels num.labelsets
1 279 645 260 19 133
num.single.labelsets max.frequency cardinality density meanIR scumble
1 73 294 1.013953 0.05336597 5.406996 0.03302765
scumble.cv tcs
1 2.298296 13.39547
index count freq IRLbl SCUMBLE
Brown Creeper 261 14 0.021705426 7.357143 0.12484341
Pacific Wren 262 81 0.125581395 1.271605 0.05232609
Pacific-slope Flycatcher 263 46 0.071317829 2.239130 0.06361470
Red-breasted Nuthatch 264 9 0.013953488 11.444444 0.15744451
Dark-eyed Junco 265 20 0.031007752 5.150000 0.10248336
Olive-sided Flycatcher 266 14 0.021705426 7.357143 0.18493760
Hermit Thrush 267 47 0.072868217 2.191489 0.06777263
Chestnut-backed Chickadee 268 40 0.062015504 2.575000 0.06807452
Varied Thrush 269 61 0.094573643 1.688525 0.07940806
Hermit Warbler 270 53 0.082170543 1.943396 0.07999006
Swainson's Thrush 271 103 0.159689922 1.000000 0.11214301
Hammond's Flycatcher 272 28 0.043410853 3.678571 0.06129884
Western Tanager 273 33 0.051162791 3.121212 0.07273988
Black-headed Grosbeak 274 9 0.013953488 11.444444 0.20916487
Golden Crowned Kinglet 275 37 0.057364341 2.783784 0.09509474
Warbling Vireo 276 17 0.026356589 6.058824 0.14333613
MacGillivray's Warbler 277 6 0.009302326 17.166667 0.24337605
Stellar's Jay 278 10 0.015503876 10.300000 0.12151527
Common Nighthawk 279 26 0.040310078 3.961538 0.06520272
SCUMBLE.CV
Brown Creeper 0.6788629
Pacific Wren 1.4590810
Pacific-slope Flycatcher 1.1456585
Red-breasted Nuthatch 0.9686548
Dark-eyed Junco 0.7750301
Olive-sided Flycatcher 0.5305291
Hermit Thrush 1.2703174
Chestnut-backed Chickadee 1.1641298
Varied Thrush 1.1296842
Hermit Warbler 1.4472129
Swainson's Thrush 0.9562594
Hammond's Flycatcher 0.9188832
Western Tanager 0.8804317
Black-headed Grosbeak 0.6308997
Golden Crowned Kinglet 0.8898242
Warbling Vireo 0.9121402
MacGillivray's Warbler 0.8726136
Stellar's Jay 1.5532108
Common Nighthawk 1.4424929
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