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TABLE 1. Results from a in The clownfish-hosting sea anemones (Anthozoa: Actiniaria): updated nomenclature, biogeography, and practical field guide.

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Auteurs principaux:	Titus, Benjamin M., Bennett-Smith, Morgan F., Chiodo, Tommaso, Rodríguez, Estefanía
Format:	Recurso digital
Publié:	Zenodo 2024
Sujets:	Biodiversity Taxonomy
Accès en ligne:	Acceder al recurso
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author	Titus, Benjamin M. Bennett-Smith, Morgan F. Chiodo, Tommaso Rodríguez, Estefanía
author_facet	Titus, Benjamin M. Bennett-Smith, Morgan F. Chiodo, Tommaso Rodríguez, Estefanía
contents	<p>TABLE 1. Results from a machine learning neural network analysis to automate species identification for the clownfishhosting sea anemones. Sample size reflects the total number of digital photographs aggregated for this analysis. Precision represents the percent accuracy of the neural network in identifying a given species correctly.</p><table><thead><tr><th>Species</th><th>Sample Size</th><th>Precision</th><th>Recall</th><th>Fl-score</th><th>Support</th></tr></thead><tbody><tr><th>Cryptodendrum adhaesivum</th><td>90</td><td>0.36</td><td>0.13</td><td>0.20</td><td>30</td></tr><tr><th>Entacmaea quadricolor</th><td>992</td><td>0.55</td><td>0.60</td><td>0.57</td><td>310</td></tr><tr><th>Heteractis aurora</th><td>150</td><td>0.21</td><td>0.19</td><td>0.20</td><td>42</td></tr><tr><th>Radianthus crispa</th><td>290</td><td>0.26</td><td>0.24</td><td>0.25</td><td>74</td></tr><tr><th>Radianthus doreensis</th><td>129</td><td>0.27</td><td>0.23</td><td>0.25</td><td>44</td></tr><tr><th>Radianthus magnifica</th><td>1053</td><td>0.55</td><td>0.65</td><td>0.60</td><td>302</td></tr><tr><th>Radianthus malu</th><td>34</td><td>0.00</td><td>0.00</td><td>0.00</td><td>10</td></tr><tr><th>Stichodactyla gigantea</th><td>135</td><td>0.38</td><td>0.29</td><td>0.32</td><td>42</td></tr><tr><th>Stichodactyla haddoni</th><td>204</td><td>0.47</td><td>0.37</td><td>0.41</td><td>68</td></tr><tr><th>Stichodactyla mertensii</th><td>317</td><td>0.28</td><td>0.20</td><td>0.23</td><td>82</td></tr><tr><th>Accuracy</th><td></td><td></td><td></td><td>0.48</td><td>1004</td></tr><tr><th>Macro avg.</th><td></td><td>0.33</td><td>0.29</td><td>0.30</td><td>1004</td></tr><tr><th>Weighted avg.</th><td></td><td>0.46</td><td>0.48</td><td>0.46</td><td>1004</td></tr></tbody></table>
format	Recurso digital
id	zenodo_https___doi_org_10_5281_zenodo_15137431
institution	Zenodo
language
publishDate	2024
publisher	Zenodo
record_format	zenodo
spellingShingle	TABLE 1. Results from a in The clownfish-hosting sea anemones (Anthozoa: Actiniaria): updated nomenclature, biogeography, and practical field guide. Titus, Benjamin M. Bennett-Smith, Morgan F. Chiodo, Tommaso Rodríguez, Estefanía Biodiversity Taxonomy <p>TABLE 1. Results from a machine learning neural network analysis to automate species identification for the clownfishhosting sea anemones. Sample size reflects the total number of digital photographs aggregated for this analysis. Precision represents the percent accuracy of the neural network in identifying a given species correctly.</p><table><thead><tr><th>Species</th><th>Sample Size</th><th>Precision</th><th>Recall</th><th>Fl-score</th><th>Support</th></tr></thead><tbody><tr><th>Cryptodendrum adhaesivum</th><td>90</td><td>0.36</td><td>0.13</td><td>0.20</td><td>30</td></tr><tr><th>Entacmaea quadricolor</th><td>992</td><td>0.55</td><td>0.60</td><td>0.57</td><td>310</td></tr><tr><th>Heteractis aurora</th><td>150</td><td>0.21</td><td>0.19</td><td>0.20</td><td>42</td></tr><tr><th>Radianthus crispa</th><td>290</td><td>0.26</td><td>0.24</td><td>0.25</td><td>74</td></tr><tr><th>Radianthus doreensis</th><td>129</td><td>0.27</td><td>0.23</td><td>0.25</td><td>44</td></tr><tr><th>Radianthus magnifica</th><td>1053</td><td>0.55</td><td>0.65</td><td>0.60</td><td>302</td></tr><tr><th>Radianthus malu</th><td>34</td><td>0.00</td><td>0.00</td><td>0.00</td><td>10</td></tr><tr><th>Stichodactyla gigantea</th><td>135</td><td>0.38</td><td>0.29</td><td>0.32</td><td>42</td></tr><tr><th>Stichodactyla haddoni</th><td>204</td><td>0.47</td><td>0.37</td><td>0.41</td><td>68</td></tr><tr><th>Stichodactyla mertensii</th><td>317</td><td>0.28</td><td>0.20</td><td>0.23</td><td>82</td></tr><tr><th>Accuracy</th><td></td><td></td><td></td><td>0.48</td><td>1004</td></tr><tr><th>Macro avg.</th><td></td><td>0.33</td><td>0.29</td><td>0.30</td><td>1004</td></tr><tr><th>Weighted avg.</th><td></td><td>0.46</td><td>0.48</td><td>0.46</td><td>1004</td></tr></tbody></table>
title	TABLE 1. Results from a in The clownfish-hosting sea anemones (Anthozoa: Actiniaria): updated nomenclature, biogeography, and practical field guide.
topic	Biodiversity Taxonomy
url	https://doi.org/10.5281/zenodo.15137431