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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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base_model: |
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- facebook/wav2vec2-base-960h |
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--- |
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See https://www.kaggle.com/code/dima806/bird-species-by-sound-detection for more details. |
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%3C!-- HTML_TAG_END --> |
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``` |
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Classification report: |
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precision recall f1-score support |
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Andean Guan 0.9310 0.8182 0.8710 33 |
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Andean Tinamou 0.5000 0.7083 0.5862 24 |
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Australian Brushturkey 0.7500 0.1765 0.2857 17 |
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Band-tailed Guan 0.7436 0.7838 0.7632 37 |
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Bartletts Tinamou 0.9579 0.9891 0.9733 92 |
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Bearded Guan 0.8889 0.8649 0.8767 37 |
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Black-capped Tinamou 0.4154 0.9000 0.5684 30 |
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Blue-throated Piping Guan 0.0000 0.0000 0.0000 22 |
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Brazilian Tinamou 0.8026 0.8841 0.8414 69 |
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Brown Tinamou 0.9391 0.9076 0.9231 119 |
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Brushland Tinamou 0.9048 0.8636 0.8837 22 |
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Cauca Guan 0.9925 0.9778 0.9851 135 |
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Chaco Chachalaca 0.9383 1.0000 0.9682 76 |
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Chestnut-winged Chachalaca 0.8108 0.8108 0.8108 37 |
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Cinereous Tinamou 0.9737 0.9867 0.9801 75 |
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Colombian Chachalaca 1.0000 0.8649 0.9275 37 |
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Crested Guan 0.9574 0.9375 0.9474 48 |
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Dusky Megapode 0.7143 0.9722 0.8235 36 |
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Dusky-legged Guan 0.8857 0.9394 0.9118 33 |
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Dwarf Tinamou 0.8750 0.5600 0.6829 25 |
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Great Tinamou 0.9697 0.9846 0.9771 65 |
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Grey Tinamou 0.9492 0.9655 0.9573 58 |
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Grey-headed Chachalaca 0.8667 0.9123 0.8889 57 |
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Highland Tinamou 1.0000 0.9273 0.9623 55 |
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Little Chachalaca 0.7632 0.9355 0.8406 31 |
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Little Tinamou 0.7419 0.8519 0.7931 27 |
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Orange-footed Scrubfowl 0.9640 0.9640 0.9640 111 |
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Pale-browed Tinamou 0.6667 0.0909 0.1600 22 |
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Plain Chachalaca 0.9390 0.9390 0.9390 82 |
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Red-legged Tinamou 0.7297 0.9310 0.8182 29 |
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Red-winged Tinamou 0.8605 0.9487 0.9024 39 |
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Rufous-bellied Chachalaca 0.9911 0.9407 0.9652 118 |
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Rufous-headed Chachalaca 0.8333 0.7143 0.7692 28 |
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Rufous-vented Chachalaca 0.8478 0.8667 0.8571 45 |
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Rusty-margined Guan 0.8889 0.9412 0.9143 34 |
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Slaty-breasted Tinamou 0.8649 0.9143 0.8889 35 |
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Small-billed Tinamou 0.7742 0.8889 0.8276 27 |
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Solitary Tinamou 0.6786 0.6786 0.6786 28 |
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Speckled Chachalaca 0.9333 0.9655 0.9492 58 |
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Spixs Guan 0.9600 0.7500 0.8421 32 |
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Spotted Nothura 0.7234 0.9714 0.8293 35 |
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Tataupa Tinamou 0.6571 0.7931 0.7188 29 |
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Tawny-breasted Tinamou 0.9138 0.9138 0.9138 58 |
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Thicket Tinamou 0.9663 0.9773 0.9718 88 |
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Undulated Tinamou 0.9315 0.8095 0.8662 84 |
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Variegated Tinamou 1.0000 0.2105 0.3478 19 |
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West Mexican Chachalaca 0.8615 0.9655 0.9106 58 |
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White-bellied Nothura 0.8000 0.7273 0.7619 22 |
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White-throated Tinamou 0.0000 0.0000 0.0000 14 |
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Yellow-legged Tinamou 0.9623 0.9808 0.9714 52 |
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accuracy 0.8822 2444 |
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macro avg 0.8204 0.8081 0.7959 2444 |
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weighted avg 0.8806 0.8822 0.8727 2444 |
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``` |
